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Models/DF-Net

DF-Net

Reported on 465 benchmarks across 11 tasks · 2 papers · 438 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision204 results

  • Image Manipulation DetectiononDSO (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.765
    best: 0.839 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.249
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.361
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.467
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.564
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.89
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.684
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.766
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.77
    best: 0.859 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.32 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.359
    best: 0.447 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.759
    best: 0.808 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.354
    best: 0.37 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.795
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.229
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.304
    best: 0.329 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.883
    best: 0.889 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.685
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.762
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.765
    best: 0.823 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.252 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.358
    best: 0.366 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Facebook)
    F-score· 2025-03-28
    0.587
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.492
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.799
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.238
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.314
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.495
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.588
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.791
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.23
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.303
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.881
    best: 0.883 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.759
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.49
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.584
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.803
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.247
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononNIST (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.324
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.883
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.76
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.765
    best: 0.839 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.249
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.361
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.467
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.564
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.89
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.684
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.766
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.77
    best: 0.859 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.32 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.359
    best: 0.447 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.759
    best: 0.808 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.354
    best: 0.37 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.795
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.229
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.304
    best: 0.329 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.883
    best: 0.889 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.685
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.762
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.765
    best: 0.823 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.252 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.358
    best: 0.366 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Facebook)
    F-score· 2025-03-28
    0.587
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.492
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.799
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.238
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.314
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.495
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.588
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.791
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.23
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.303
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.881
    best: 0.883 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.759
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.49
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCASIA (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.584
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.803
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.247
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonNIST (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.324
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.883
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.76
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.765
    best: 0.839 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.249
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.361
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.467
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.564
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.89
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.684
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.766
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.77
    best: 0.859 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.32 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.359
    best: 0.447 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.759
    best: 0.808 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.354
    best: 0.37 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.795
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.229
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.304
    best: 0.329 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.883
    best: 0.889 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.685
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.762
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.765
    best: 0.823 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.252 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.358
    best: 0.366 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Facebook)
    F-score· 2025-03-28
    0.587
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.492
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.799
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.238
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.314
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.495
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.588
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.791
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.23
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.303
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.881
    best: 0.883 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.759
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.49
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.584
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.803
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.247
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.324
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.883
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.76
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.765
    best: 0.839 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.249
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.361
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.467
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.564
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.89
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.684
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.766
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.77
    best: 0.859 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.32 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.359
    best: 0.447 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.759
    best: 0.808 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.354
    best: 0.37 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.795
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.229
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.304
    best: 0.329 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.883
    best: 0.889 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.685
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.762
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.765
    best: 0.823 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.252 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.358
    best: 0.366 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Facebook)
    F-score· 2025-03-28
    0.587
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.492
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.799
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.238
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.314
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.495
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.588
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.791
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.23
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.303
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.881
    best: 0.883 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.759
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.49
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCASIA (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.584
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.803
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.247
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.324
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.883
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.76
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononColumbia
    AUC· uses extra data· 2025-03-28
    0.88
    best: 0.996 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononDSO-1
    AUC· uses extra data· 2025-03-28
    0.769
    best: 0.984 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Image Manipulation DetectiononCasia V1+
    AUC· uses extra data· 2025-03-28
    0.906
    best: 0.942 (CAT-Net v2)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonColumbia
    AUC· uses extra data· 2025-03-28
    0.88
    best: 0.996 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonDSO-1
    AUC· uses extra data· 2025-03-28
    0.769
    best: 0.984 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • VideoonCasia V1+
    AUC· uses extra data· 2025-03-28
    0.906
    best: 0.942 (CAT-Net v2)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonColumbia
    AUC· uses extra data· 2025-03-28
    0.88
    best: 0.996 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonDSO-1
    AUC· uses extra data· 2025-03-28
    0.769
    best: 0.984 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Temporal Action LocalizationonCasia V1+
    AUC· uses extra data· 2025-03-28
    0.906
    best: 0.942 (CAT-Net v2)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonColumbia
    AUC· uses extra data· 2025-03-28
    0.88
    best: 0.996 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonDSO-1
    AUC· uses extra data· 2025-03-28
    0.769
    best: 0.984 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action LocalizationonCasia V1+
    AUC· uses extra data· 2025-03-28
    0.906
    best: 0.942 (CAT-Net v2)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398

Methodology102 results

  • Anomaly DetectiononDSO (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.765
    best: 0.839 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.249
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.361
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.467
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.564
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.89
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.684
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.766
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.77
    best: 0.859 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.32 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.359
    best: 0.447 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.759
    best: 0.808 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.354
    best: 0.37 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.795
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.229
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.304
    best: 0.329 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.883
    best: 0.889 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.685
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.762
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.765
    best: 0.823 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.252 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.358
    best: 0.366 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Facebook)
    F-score· 2025-03-28
    0.587
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.492
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.799
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.238
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.314
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.495
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.588
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.791
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.23
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.303
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.881
    best: 0.883 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.759
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.49
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCASIA (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.584
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.803
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.247
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononNIST (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.324
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.883
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.76
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.765
    best: 0.839 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.249
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.361
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.467
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.564
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.89
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.684
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.766
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.77
    best: 0.859 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.32 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.359
    best: 0.447 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.759
    best: 0.808 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.354
    best: 0.37 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.795
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.229
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.304
    best: 0.329 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.883
    best: 0.889 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.685
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.762
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.765
    best: 0.823 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.252 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.358
    best: 0.366 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Facebook)
    F-score· 2025-03-28
    0.587
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.492
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.799
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.238
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.314
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.495
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.588
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.791
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.23
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.303
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.881
    best: 0.883 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.759
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.49
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCASIA (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.584
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.803
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.247
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonNIST (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.324
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.883
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.76
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononColumbia
    AUC· uses extra data· 2025-03-28
    0.88
    best: 0.996 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononDSO-1
    AUC· uses extra data· 2025-03-28
    0.769
    best: 0.984 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Anomaly DetectiononCasia V1+
    AUC· uses extra data· 2025-03-28
    0.906
    best: 0.942 (CAT-Net v2)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonColumbia
    AUC· uses extra data· 2025-03-28
    0.88
    best: 0.996 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonDSO-1
    AUC· uses extra data· 2025-03-28
    0.769
    best: 0.984 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Zero-Shot LearningonCasia V1+
    AUC· uses extra data· 2025-03-28
    0.906
    best: 0.942 (CAT-Net v2)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398

Natural Language Processing54 results

  • 3D Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.765
    best: 0.839 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.249
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.361
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.467
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.564
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.89
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.684
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.766
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.77
    best: 0.859 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.32 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.359
    best: 0.447 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.759
    best: 0.808 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.354
    best: 0.37 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.795
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.229
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.304
    best: 0.329 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.883
    best: 0.889 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.685
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.762
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.765
    best: 0.823 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.252 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.358
    best: 0.366 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Facebook)
    F-score· 2025-03-28
    0.587
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.492
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.799
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.238
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.314
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.495
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.588
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.791
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.23
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.303
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.881
    best: 0.883 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.759
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.49
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCASIA (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.584
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.803
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.247
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.324
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.883
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononColumbia (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.76
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Task-Oriented Dialogue SystemsonKvret
    Entity F1· 2020-04-23
    62.7
    SOTA
    Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented DialogarXiv:2004.11019
  • Task-Oriented Dialogue SystemsonKVRET
    BLEU· 2020-04-23
    15.2
    best: 17.35 (TTOS)
    SOTA
    Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented DialogarXiv:2004.11019
  • Task-Oriented Dialogue SystemsonKVRET
    Entity F1· 2020-04-23
    62.5
    best: 70.07 (T5-3b(UnifiedSKG))
    SOTA
    Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented DialogarXiv:2004.11019
  • 3D Action RecognitiononColumbia
    AUC· uses extra data· 2025-03-28
    0.88
    best: 0.996 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononDSO-1
    AUC· uses extra data· 2025-03-28
    0.769
    best: 0.984 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • 3D Action RecognitiononCasia V1+
    AUC· uses extra data· 2025-03-28
    0.906
    best: 0.942 (CAT-Net v2)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398

Robots51 results

  • Activity RecognitiononDSO (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.765
    best: 0.839 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.249
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.361
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.467
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.564
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.89
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.684
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.766
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.77
    best: 0.859 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.32 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.359
    best: 0.447 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.759
    best: 0.808 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.354
    best: 0.37 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.795
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.229
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.304
    best: 0.329 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.883
    best: 0.889 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.685
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.762
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.765
    best: 0.823 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.252 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.358
    best: 0.366 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Facebook)
    F-score· 2025-03-28
    0.587
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.492
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.799
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.238
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.314
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.495
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.588
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.791
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.23
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.303
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.881
    best: 0.883 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.759
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.49
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCASIA (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.584
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.803
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.247
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononNIST (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.324
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.883
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.76
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononColumbia
    AUC· uses extra data· 2025-03-28
    0.88
    best: 0.996 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononDSO-1
    AUC· uses extra data· 2025-03-28
    0.769
    best: 0.984 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Activity RecognitiononCasia V1+
    AUC· uses extra data· 2025-03-28
    0.906
    best: 0.942 (CAT-Net v2)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398

Time Series51 results

  • Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.765
    best: 0.839 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.249
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.361
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.467
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.564
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.89
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.684
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.766
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.77
    best: 0.859 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.32 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.359
    best: 0.447 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.759
    best: 0.808 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.354
    best: 0.37 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.795
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.229
    best: 0.253 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.304
    best: 0.329 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.883
    best: 0.889 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.685
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.762
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.765
    best: 0.823 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.245
    best: 0.252 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.358
    best: 0.366 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Facebook)
    F-score· 2025-03-28
    0.587
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.492
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.799
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.238
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.314
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.905
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.495
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.588
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.791
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.23
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.303
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Wechat)
    AUC· 2025-03-28
    0.881
    best: 0.883 (Wu22)
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Wechat)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Wechat)
    f-Score· 2025-03-28
    0.759
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Weibo)
    AUC· 2025-03-28
    0.902
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Weibo)
    Intersection over Union· 2025-03-28
    0.49
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCASIA (OSN-transmitted - Weibo)
    f-Score· 2025-03-28
    0.584
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    AUC· 2025-03-28
    0.803
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    Intersection over Union· 2025-03-28
    0.247
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    f-Score· 2025-03-28
    0.324
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Facebook)
    AUC· 2025-03-28
    0.883
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Facebook)
    Intersection over Union· 2025-03-28
    0.681
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia (OSN-transmitted - Facebook)
    f-Score· 2025-03-28
    0.76
    SOTA
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononColumbia
    AUC· uses extra data· 2025-03-28
    0.88
    best: 0.996 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononDSO-1
    AUC· uses extra data· 2025-03-28
    0.769
    best: 0.984 (TruFor)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398
  • Action RecognitiononCasia V1+
    AUC· uses extra data· 2025-03-28
    0.906
    best: 0.942 (CAT-Net v2)
    DF-Net: The Digital Forensics Network for Image Forgery DetectionarXiv:2503.22398

Speech3 results

  • DialogueonKvret
    Entity F1· 2020-04-23
    62.7
    SOTA
    Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented DialogarXiv:2004.11019
  • DialogueonKVRET
    BLEU· 2020-04-23
    15.2
    best: 17.35 (TTOS)
    SOTA
    Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented DialogarXiv:2004.11019
  • DialogueonKVRET
    Entity F1· 2020-04-23
    62.5
    best: 70.07 (T5-3b(UnifiedSKG))
    SOTA
    Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented DialogarXiv:2004.11019