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Models/ManTra-Net

ManTra-Net

Reported on 405 benchmarks across 9 tasks

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

Computer Vision180 results

  • Image Manipulation DetectiononDSO (OSN-transmitted - Whatsapp)
    AUC
    0.616
    best: 0.839 (Wu22)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.249 (DF-Net)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Whatsapp)
    f-Score
    0.081
    best: 0.361 (DF-Net)
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Wechat)
    AUC
    0.724
    best: 0.902 (DF-Net)
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Wechat)
    Intersection over Union
    0.08
    best: 0.467 (DF-Net)
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Wechat)
    f-Score
    0.048
    best: 0.564 (DF-Net)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Weibo)
    AUC
    0.62
    best: 0.89 (DF-Net)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Weibo)
    Intersection over Union
    0.056
    best: 0.684 (DF-Net)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Weibo)
    f-Score
    0.103
    best: 0.766 (DF-Net)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Facebook)
    AUC
    0.638
    best: 0.859 (Wu22)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Facebook)
    Intersection over Union
    0.071
    best: 0.32 (Wu22)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Facebook)
    f-Score
    0.109
    best: 0.447 (Wu22)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Weibo)
    AUC
    0.606
    best: 0.808 (Wu22)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Weibo)
    Intersection over Union
    0.036
    best: 0.253 (Wu22)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Weibo)
    f-Score
    0.057
    best: 0.37 (Wu22)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Facebook)
    AUC
    0.652
    best: 0.795 (DF-Net)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Facebook)
    Intersection over Union
    0.057
    best: 0.253 (Wu22)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Facebook)
    f-Score
    0.095
    best: 0.329 (Wu22)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Whatsapp)
    AUC
    0.63
    best: 0.889 (Wu22)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.685 (DF-Net)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Whatsapp)
    f-Score
    0.098
    best: 0.762 (DF-Net)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Wechat)
    AUC
    0.582
    best: 0.823 (Wu22)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Wechat)
    Intersection over Union
    0.045
    best: 0.252 (Wu22)
  • Image Manipulation DetectiononDSO (OSN-transmitted - Wechat)
    f-Score
    0.076
    best: 0.366 (Wu22)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Wechat)
    AUC
    0.654
    best: 0.799 (DF-Net)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Wechat)
    Intersection over Union
    0.057
    best: 0.238 (DF-Net)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Wechat)
    f-Score
    0.095
    best: 0.314 (DF-Net)
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Whatsapp)
    AUC
    0.763
    best: 0.905 (DF-Net)
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.063
    best: 0.495 (DF-Net)
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Whatsapp)
    f-Score
    0.099
    best: 0.588 (DF-Net)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Weibo)
    AUC
    0.671
    best: 0.791 (DF-Net)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Weibo)
    Intersection over Union
    0.053
    best: 0.23 (DF-Net)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Weibo)
    f-Score
    0.088
    best: 0.303 (DF-Net)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Wechat)
    AUC
    0.613
    best: 0.883 (Wu22)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Wechat)
    Intersection over Union
    0.125
    best: 0.681 (DF-Net)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Wechat)
    f-Score
    0.199
    best: 0.759 (DF-Net)
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Weibo)
    AUC
    0.754
    best: 0.902 (DF-Net)
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Weibo)
    Intersection over Union
    0.063
    best: 0.49 (DF-Net)
  • Image Manipulation DetectiononCASIA (OSN-transmitted - Weibo)
    f-Score
    0.099
    best: 0.584 (DF-Net)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Whatsapp)
    AUC
    0.702
    best: 0.803 (DF-Net)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.062
    best: 0.247 (DF-Net)
  • Image Manipulation DetectiononNIST (OSN-transmitted - Whatsapp)
    f-Score
    0.101
    best: 0.324 (DF-Net)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Facebook)
    AUC
    0.626
    best: 0.883 (DF-Net)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Facebook)
    Intersection over Union
    0.056
    best: 0.681 (DF-Net)
  • Image Manipulation DetectiononColumbia (OSN-transmitted - Facebook)
    f-Score
    0.103
    best: 0.76 (DF-Net)
  • VideoonDSO (OSN-transmitted - Whatsapp)
    AUC
    0.616
    best: 0.839 (Wu22)
  • VideoonDSO (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.249 (DF-Net)
  • VideoonDSO (OSN-transmitted - Whatsapp)
    f-Score
    0.081
    best: 0.361 (DF-Net)
  • VideoonCASIA (OSN-transmitted - Wechat)
    AUC
    0.724
    best: 0.902 (DF-Net)
  • VideoonCASIA (OSN-transmitted - Wechat)
    Intersection over Union
    0.08
    best: 0.467 (DF-Net)
  • VideoonCASIA (OSN-transmitted - Wechat)
    f-Score
    0.048
    best: 0.564 (DF-Net)
  • VideoonColumbia (OSN-transmitted - Weibo)
    AUC
    0.62
    best: 0.89 (DF-Net)
  • VideoonColumbia (OSN-transmitted - Weibo)
    Intersection over Union
    0.056
    best: 0.684 (DF-Net)
  • VideoonColumbia (OSN-transmitted - Weibo)
    f-Score
    0.103
    best: 0.766 (DF-Net)
  • VideoonDSO (OSN-transmitted - Facebook)
    AUC
    0.638
    best: 0.859 (Wu22)
  • VideoonDSO (OSN-transmitted - Facebook)
    Intersection over Union
    0.071
    best: 0.32 (Wu22)
  • VideoonDSO (OSN-transmitted - Facebook)
    f-Score
    0.109
    best: 0.447 (Wu22)
  • VideoonDSO (OSN-transmitted - Weibo)
    AUC
    0.606
    best: 0.808 (Wu22)
  • VideoonDSO (OSN-transmitted - Weibo)
    Intersection over Union
    0.036
    best: 0.253 (Wu22)
  • VideoonDSO (OSN-transmitted - Weibo)
    f-Score
    0.057
    best: 0.37 (Wu22)
  • VideoonNIST (OSN-transmitted - Facebook)
    AUC
    0.652
    best: 0.795 (DF-Net)
  • VideoonNIST (OSN-transmitted - Facebook)
    Intersection over Union
    0.057
    best: 0.253 (Wu22)
  • VideoonNIST (OSN-transmitted - Facebook)
    f-Score
    0.095
    best: 0.329 (Wu22)
  • VideoonColumbia (OSN-transmitted - Whatsapp)
    AUC
    0.63
    best: 0.889 (Wu22)
  • VideoonColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.685 (DF-Net)
  • VideoonColumbia (OSN-transmitted - Whatsapp)
    f-Score
    0.098
    best: 0.762 (DF-Net)
  • VideoonDSO (OSN-transmitted - Wechat)
    AUC
    0.582
    best: 0.823 (Wu22)
  • VideoonDSO (OSN-transmitted - Wechat)
    Intersection over Union
    0.045
    best: 0.252 (Wu22)
  • VideoonDSO (OSN-transmitted - Wechat)
    f-Score
    0.076
    best: 0.366 (Wu22)
  • VideoonNIST (OSN-transmitted - Wechat)
    AUC
    0.654
    best: 0.799 (DF-Net)
  • VideoonNIST (OSN-transmitted - Wechat)
    Intersection over Union
    0.057
    best: 0.238 (DF-Net)
  • VideoonNIST (OSN-transmitted - Wechat)
    f-Score
    0.095
    best: 0.314 (DF-Net)
  • VideoonCASIA (OSN-transmitted - Whatsapp)
    AUC
    0.763
    best: 0.905 (DF-Net)
  • VideoonCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.063
    best: 0.495 (DF-Net)
  • VideoonCASIA (OSN-transmitted - Whatsapp)
    f-Score
    0.099
    best: 0.588 (DF-Net)
  • VideoonNIST (OSN-transmitted - Weibo)
    AUC
    0.671
    best: 0.791 (DF-Net)
  • VideoonNIST (OSN-transmitted - Weibo)
    Intersection over Union
    0.053
    best: 0.23 (DF-Net)
  • VideoonNIST (OSN-transmitted - Weibo)
    f-Score
    0.088
    best: 0.303 (DF-Net)
  • VideoonColumbia (OSN-transmitted - Wechat)
    AUC
    0.613
    best: 0.883 (Wu22)
  • VideoonColumbia (OSN-transmitted - Wechat)
    Intersection over Union
    0.125
    best: 0.681 (DF-Net)
  • VideoonColumbia (OSN-transmitted - Wechat)
    f-Score
    0.199
    best: 0.759 (DF-Net)
  • VideoonCASIA (OSN-transmitted - Weibo)
    AUC
    0.754
    best: 0.902 (DF-Net)
  • VideoonCASIA (OSN-transmitted - Weibo)
    Intersection over Union
    0.063
    best: 0.49 (DF-Net)
  • VideoonCASIA (OSN-transmitted - Weibo)
    f-Score
    0.099
    best: 0.584 (DF-Net)
  • VideoonNIST (OSN-transmitted - Whatsapp)
    AUC
    0.702
    best: 0.803 (DF-Net)
  • VideoonNIST (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.062
    best: 0.247 (DF-Net)
  • VideoonNIST (OSN-transmitted - Whatsapp)
    f-Score
    0.101
    best: 0.324 (DF-Net)
  • VideoonColumbia (OSN-transmitted - Facebook)
    AUC
    0.626
    best: 0.883 (DF-Net)
  • VideoonColumbia (OSN-transmitted - Facebook)
    Intersection over Union
    0.056
    best: 0.681 (DF-Net)
  • VideoonColumbia (OSN-transmitted - Facebook)
    f-Score
    0.103
    best: 0.76 (DF-Net)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    AUC
    0.616
    best: 0.839 (Wu22)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.249 (DF-Net)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    f-Score
    0.081
    best: 0.361 (DF-Net)
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Wechat)
    AUC
    0.724
    best: 0.902 (DF-Net)
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Wechat)
    Intersection over Union
    0.08
    best: 0.467 (DF-Net)
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Wechat)
    f-Score
    0.048
    best: 0.564 (DF-Net)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Weibo)
    AUC
    0.62
    best: 0.89 (DF-Net)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Weibo)
    Intersection over Union
    0.056
    best: 0.684 (DF-Net)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Weibo)
    f-Score
    0.103
    best: 0.766 (DF-Net)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Facebook)
    AUC
    0.638
    best: 0.859 (Wu22)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Facebook)
    Intersection over Union
    0.071
    best: 0.32 (Wu22)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Facebook)
    f-Score
    0.109
    best: 0.447 (Wu22)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Weibo)
    AUC
    0.606
    best: 0.808 (Wu22)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Weibo)
    Intersection over Union
    0.036
    best: 0.253 (Wu22)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Weibo)
    f-Score
    0.057
    best: 0.37 (Wu22)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Facebook)
    AUC
    0.652
    best: 0.795 (DF-Net)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Facebook)
    Intersection over Union
    0.057
    best: 0.253 (Wu22)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Facebook)
    f-Score
    0.095
    best: 0.329 (Wu22)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    AUC
    0.63
    best: 0.889 (Wu22)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.685 (DF-Net)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    f-Score
    0.098
    best: 0.762 (DF-Net)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Wechat)
    AUC
    0.582
    best: 0.823 (Wu22)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Wechat)
    Intersection over Union
    0.045
    best: 0.252 (Wu22)
  • Temporal Action LocalizationonDSO (OSN-transmitted - Wechat)
    f-Score
    0.076
    best: 0.366 (Wu22)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Wechat)
    AUC
    0.654
    best: 0.799 (DF-Net)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Wechat)
    Intersection over Union
    0.057
    best: 0.238 (DF-Net)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Wechat)
    f-Score
    0.095
    best: 0.314 (DF-Net)
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    AUC
    0.763
    best: 0.905 (DF-Net)
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.063
    best: 0.495 (DF-Net)
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    f-Score
    0.099
    best: 0.588 (DF-Net)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Weibo)
    AUC
    0.671
    best: 0.791 (DF-Net)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Weibo)
    Intersection over Union
    0.053
    best: 0.23 (DF-Net)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Weibo)
    f-Score
    0.088
    best: 0.303 (DF-Net)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Wechat)
    AUC
    0.613
    best: 0.883 (Wu22)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Wechat)
    Intersection over Union
    0.125
    best: 0.681 (DF-Net)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Wechat)
    f-Score
    0.199
    best: 0.759 (DF-Net)
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Weibo)
    AUC
    0.754
    best: 0.902 (DF-Net)
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Weibo)
    Intersection over Union
    0.063
    best: 0.49 (DF-Net)
  • Temporal Action LocalizationonCASIA (OSN-transmitted - Weibo)
    f-Score
    0.099
    best: 0.584 (DF-Net)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    AUC
    0.702
    best: 0.803 (DF-Net)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.062
    best: 0.247 (DF-Net)
  • Temporal Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    f-Score
    0.101
    best: 0.324 (DF-Net)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Facebook)
    AUC
    0.626
    best: 0.883 (DF-Net)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Facebook)
    Intersection over Union
    0.056
    best: 0.681 (DF-Net)
  • Temporal Action LocalizationonColumbia (OSN-transmitted - Facebook)
    f-Score
    0.103
    best: 0.76 (DF-Net)
  • Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    AUC
    0.616
    best: 0.839 (Wu22)
  • Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.249 (DF-Net)
  • Action LocalizationonDSO (OSN-transmitted - Whatsapp)
    f-Score
    0.081
    best: 0.361 (DF-Net)
  • Action LocalizationonCASIA (OSN-transmitted - Wechat)
    AUC
    0.724
    best: 0.902 (DF-Net)
  • Action LocalizationonCASIA (OSN-transmitted - Wechat)
    Intersection over Union
    0.08
    best: 0.467 (DF-Net)
  • Action LocalizationonCASIA (OSN-transmitted - Wechat)
    f-Score
    0.048
    best: 0.564 (DF-Net)
  • Action LocalizationonColumbia (OSN-transmitted - Weibo)
    AUC
    0.62
    best: 0.89 (DF-Net)
  • Action LocalizationonColumbia (OSN-transmitted - Weibo)
    Intersection over Union
    0.056
    best: 0.684 (DF-Net)
  • Action LocalizationonColumbia (OSN-transmitted - Weibo)
    f-Score
    0.103
    best: 0.766 (DF-Net)
  • Action LocalizationonDSO (OSN-transmitted - Facebook)
    AUC
    0.638
    best: 0.859 (Wu22)
  • Action LocalizationonDSO (OSN-transmitted - Facebook)
    Intersection over Union
    0.071
    best: 0.32 (Wu22)
  • Action LocalizationonDSO (OSN-transmitted - Facebook)
    f-Score
    0.109
    best: 0.447 (Wu22)
  • Action LocalizationonDSO (OSN-transmitted - Weibo)
    AUC
    0.606
    best: 0.808 (Wu22)
  • Action LocalizationonDSO (OSN-transmitted - Weibo)
    Intersection over Union
    0.036
    best: 0.253 (Wu22)
  • Action LocalizationonDSO (OSN-transmitted - Weibo)
    f-Score
    0.057
    best: 0.37 (Wu22)
  • Action LocalizationonNIST (OSN-transmitted - Facebook)
    AUC
    0.652
    best: 0.795 (DF-Net)
  • Action LocalizationonNIST (OSN-transmitted - Facebook)
    Intersection over Union
    0.057
    best: 0.253 (Wu22)
  • Action LocalizationonNIST (OSN-transmitted - Facebook)
    f-Score
    0.095
    best: 0.329 (Wu22)
  • Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    AUC
    0.63
    best: 0.889 (Wu22)
  • Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.685 (DF-Net)
  • Action LocalizationonColumbia (OSN-transmitted - Whatsapp)
    f-Score
    0.098
    best: 0.762 (DF-Net)
  • Action LocalizationonDSO (OSN-transmitted - Wechat)
    AUC
    0.582
    best: 0.823 (Wu22)
  • Action LocalizationonDSO (OSN-transmitted - Wechat)
    Intersection over Union
    0.045
    best: 0.252 (Wu22)
  • Action LocalizationonDSO (OSN-transmitted - Wechat)
    f-Score
    0.076
    best: 0.366 (Wu22)
  • Action LocalizationonNIST (OSN-transmitted - Wechat)
    AUC
    0.654
    best: 0.799 (DF-Net)
  • Action LocalizationonNIST (OSN-transmitted - Wechat)
    Intersection over Union
    0.057
    best: 0.238 (DF-Net)
  • Action LocalizationonNIST (OSN-transmitted - Wechat)
    f-Score
    0.095
    best: 0.314 (DF-Net)
  • Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    AUC
    0.763
    best: 0.905 (DF-Net)
  • Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.063
    best: 0.495 (DF-Net)
  • Action LocalizationonCASIA (OSN-transmitted - Whatsapp)
    f-Score
    0.099
    best: 0.588 (DF-Net)
  • Action LocalizationonNIST (OSN-transmitted - Weibo)
    AUC
    0.671
    best: 0.791 (DF-Net)
  • Action LocalizationonNIST (OSN-transmitted - Weibo)
    Intersection over Union
    0.053
    best: 0.23 (DF-Net)
  • Action LocalizationonNIST (OSN-transmitted - Weibo)
    f-Score
    0.088
    best: 0.303 (DF-Net)
  • Action LocalizationonColumbia (OSN-transmitted - Wechat)
    AUC
    0.613
    best: 0.883 (Wu22)
  • Action LocalizationonColumbia (OSN-transmitted - Wechat)
    Intersection over Union
    0.125
    best: 0.681 (DF-Net)
  • Action LocalizationonColumbia (OSN-transmitted - Wechat)
    f-Score
    0.199
    best: 0.759 (DF-Net)
  • Action LocalizationonCASIA (OSN-transmitted - Weibo)
    AUC
    0.754
    best: 0.902 (DF-Net)
  • Action LocalizationonCASIA (OSN-transmitted - Weibo)
    Intersection over Union
    0.063
    best: 0.49 (DF-Net)
  • Action LocalizationonCASIA (OSN-transmitted - Weibo)
    f-Score
    0.099
    best: 0.584 (DF-Net)
  • Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    AUC
    0.702
    best: 0.803 (DF-Net)
  • Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.062
    best: 0.247 (DF-Net)
  • Action LocalizationonNIST (OSN-transmitted - Whatsapp)
    f-Score
    0.101
    best: 0.324 (DF-Net)
  • Action LocalizationonColumbia (OSN-transmitted - Facebook)
    AUC
    0.626
    best: 0.883 (DF-Net)
  • Action LocalizationonColumbia (OSN-transmitted - Facebook)
    Intersection over Union
    0.056
    best: 0.681 (DF-Net)
  • Action LocalizationonColumbia (OSN-transmitted - Facebook)
    f-Score
    0.103
    best: 0.76 (DF-Net)

Methodology90 results

  • Anomaly DetectiononDSO (OSN-transmitted - Whatsapp)
    AUC
    0.616
    best: 0.839 (Wu22)
  • Anomaly DetectiononDSO (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.249 (DF-Net)
  • Anomaly DetectiononDSO (OSN-transmitted - Whatsapp)
    f-Score
    0.081
    best: 0.361 (DF-Net)
  • Anomaly DetectiononCASIA (OSN-transmitted - Wechat)
    AUC
    0.724
    best: 0.902 (DF-Net)
  • Anomaly DetectiononCASIA (OSN-transmitted - Wechat)
    Intersection over Union
    0.08
    best: 0.467 (DF-Net)
  • Anomaly DetectiononCASIA (OSN-transmitted - Wechat)
    f-Score
    0.048
    best: 0.564 (DF-Net)
  • Anomaly DetectiononColumbia (OSN-transmitted - Weibo)
    AUC
    0.62
    best: 0.89 (DF-Net)
  • Anomaly DetectiononColumbia (OSN-transmitted - Weibo)
    Intersection over Union
    0.056
    best: 0.684 (DF-Net)
  • Anomaly DetectiononColumbia (OSN-transmitted - Weibo)
    f-Score
    0.103
    best: 0.766 (DF-Net)
  • Anomaly DetectiononDSO (OSN-transmitted - Facebook)
    AUC
    0.638
    best: 0.859 (Wu22)
  • Anomaly DetectiononDSO (OSN-transmitted - Facebook)
    Intersection over Union
    0.071
    best: 0.32 (Wu22)
  • Anomaly DetectiononDSO (OSN-transmitted - Facebook)
    f-Score
    0.109
    best: 0.447 (Wu22)
  • Anomaly DetectiononDSO (OSN-transmitted - Weibo)
    AUC
    0.606
    best: 0.808 (Wu22)
  • Anomaly DetectiononDSO (OSN-transmitted - Weibo)
    Intersection over Union
    0.036
    best: 0.253 (Wu22)
  • Anomaly DetectiononDSO (OSN-transmitted - Weibo)
    f-Score
    0.057
    best: 0.37 (Wu22)
  • Anomaly DetectiononNIST (OSN-transmitted - Facebook)
    AUC
    0.652
    best: 0.795 (DF-Net)
  • Anomaly DetectiononNIST (OSN-transmitted - Facebook)
    Intersection over Union
    0.057
    best: 0.253 (Wu22)
  • Anomaly DetectiononNIST (OSN-transmitted - Facebook)
    f-Score
    0.095
    best: 0.329 (Wu22)
  • Anomaly DetectiononColumbia (OSN-transmitted - Whatsapp)
    AUC
    0.63
    best: 0.889 (Wu22)
  • Anomaly DetectiononColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.685 (DF-Net)
  • Anomaly DetectiononColumbia (OSN-transmitted - Whatsapp)
    f-Score
    0.098
    best: 0.762 (DF-Net)
  • Anomaly DetectiononDSO (OSN-transmitted - Wechat)
    AUC
    0.582
    best: 0.823 (Wu22)
  • Anomaly DetectiononDSO (OSN-transmitted - Wechat)
    Intersection over Union
    0.045
    best: 0.252 (Wu22)
  • Anomaly DetectiononDSO (OSN-transmitted - Wechat)
    f-Score
    0.076
    best: 0.366 (Wu22)
  • Anomaly DetectiononNIST (OSN-transmitted - Wechat)
    AUC
    0.654
    best: 0.799 (DF-Net)
  • Anomaly DetectiononNIST (OSN-transmitted - Wechat)
    Intersection over Union
    0.057
    best: 0.238 (DF-Net)
  • Anomaly DetectiononNIST (OSN-transmitted - Wechat)
    f-Score
    0.095
    best: 0.314 (DF-Net)
  • Anomaly DetectiononCASIA (OSN-transmitted - Whatsapp)
    AUC
    0.763
    best: 0.905 (DF-Net)
  • Anomaly DetectiononCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.063
    best: 0.495 (DF-Net)
  • Anomaly DetectiononCASIA (OSN-transmitted - Whatsapp)
    f-Score
    0.099
    best: 0.588 (DF-Net)
  • Anomaly DetectiononNIST (OSN-transmitted - Weibo)
    AUC
    0.671
    best: 0.791 (DF-Net)
  • Anomaly DetectiononNIST (OSN-transmitted - Weibo)
    Intersection over Union
    0.053
    best: 0.23 (DF-Net)
  • Anomaly DetectiononNIST (OSN-transmitted - Weibo)
    f-Score
    0.088
    best: 0.303 (DF-Net)
  • Anomaly DetectiononColumbia (OSN-transmitted - Wechat)
    AUC
    0.613
    best: 0.883 (Wu22)
  • Anomaly DetectiononColumbia (OSN-transmitted - Wechat)
    Intersection over Union
    0.125
    best: 0.681 (DF-Net)
  • Anomaly DetectiononColumbia (OSN-transmitted - Wechat)
    f-Score
    0.199
    best: 0.759 (DF-Net)
  • Anomaly DetectiononCASIA (OSN-transmitted - Weibo)
    AUC
    0.754
    best: 0.902 (DF-Net)
  • Anomaly DetectiononCASIA (OSN-transmitted - Weibo)
    Intersection over Union
    0.063
    best: 0.49 (DF-Net)
  • Anomaly DetectiononCASIA (OSN-transmitted - Weibo)
    f-Score
    0.099
    best: 0.584 (DF-Net)
  • Anomaly DetectiononNIST (OSN-transmitted - Whatsapp)
    AUC
    0.702
    best: 0.803 (DF-Net)
  • Anomaly DetectiononNIST (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.062
    best: 0.247 (DF-Net)
  • Anomaly DetectiononNIST (OSN-transmitted - Whatsapp)
    f-Score
    0.101
    best: 0.324 (DF-Net)
  • Anomaly DetectiononColumbia (OSN-transmitted - Facebook)
    AUC
    0.626
    best: 0.883 (DF-Net)
  • Anomaly DetectiononColumbia (OSN-transmitted - Facebook)
    Intersection over Union
    0.056
    best: 0.681 (DF-Net)
  • Anomaly DetectiononColumbia (OSN-transmitted - Facebook)
    f-Score
    0.103
    best: 0.76 (DF-Net)
  • Zero-Shot LearningonDSO (OSN-transmitted - Whatsapp)
    AUC
    0.616
    best: 0.839 (Wu22)
  • Zero-Shot LearningonDSO (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.249 (DF-Net)
  • Zero-Shot LearningonDSO (OSN-transmitted - Whatsapp)
    f-Score
    0.081
    best: 0.361 (DF-Net)
  • Zero-Shot LearningonCASIA (OSN-transmitted - Wechat)
    AUC
    0.724
    best: 0.902 (DF-Net)
  • Zero-Shot LearningonCASIA (OSN-transmitted - Wechat)
    Intersection over Union
    0.08
    best: 0.467 (DF-Net)
  • Zero-Shot LearningonCASIA (OSN-transmitted - Wechat)
    f-Score
    0.048
    best: 0.564 (DF-Net)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Weibo)
    AUC
    0.62
    best: 0.89 (DF-Net)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Weibo)
    Intersection over Union
    0.056
    best: 0.684 (DF-Net)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Weibo)
    f-Score
    0.103
    best: 0.766 (DF-Net)
  • Zero-Shot LearningonDSO (OSN-transmitted - Facebook)
    AUC
    0.638
    best: 0.859 (Wu22)
  • Zero-Shot LearningonDSO (OSN-transmitted - Facebook)
    Intersection over Union
    0.071
    best: 0.32 (Wu22)
  • Zero-Shot LearningonDSO (OSN-transmitted - Facebook)
    f-Score
    0.109
    best: 0.447 (Wu22)
  • Zero-Shot LearningonDSO (OSN-transmitted - Weibo)
    AUC
    0.606
    best: 0.808 (Wu22)
  • Zero-Shot LearningonDSO (OSN-transmitted - Weibo)
    Intersection over Union
    0.036
    best: 0.253 (Wu22)
  • Zero-Shot LearningonDSO (OSN-transmitted - Weibo)
    f-Score
    0.057
    best: 0.37 (Wu22)
  • Zero-Shot LearningonNIST (OSN-transmitted - Facebook)
    AUC
    0.652
    best: 0.795 (DF-Net)
  • Zero-Shot LearningonNIST (OSN-transmitted - Facebook)
    Intersection over Union
    0.057
    best: 0.253 (Wu22)
  • Zero-Shot LearningonNIST (OSN-transmitted - Facebook)
    f-Score
    0.095
    best: 0.329 (Wu22)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Whatsapp)
    AUC
    0.63
    best: 0.889 (Wu22)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.685 (DF-Net)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Whatsapp)
    f-Score
    0.098
    best: 0.762 (DF-Net)
  • Zero-Shot LearningonDSO (OSN-transmitted - Wechat)
    AUC
    0.582
    best: 0.823 (Wu22)
  • Zero-Shot LearningonDSO (OSN-transmitted - Wechat)
    Intersection over Union
    0.045
    best: 0.252 (Wu22)
  • Zero-Shot LearningonDSO (OSN-transmitted - Wechat)
    f-Score
    0.076
    best: 0.366 (Wu22)
  • Zero-Shot LearningonNIST (OSN-transmitted - Wechat)
    AUC
    0.654
    best: 0.799 (DF-Net)
  • Zero-Shot LearningonNIST (OSN-transmitted - Wechat)
    Intersection over Union
    0.057
    best: 0.238 (DF-Net)
  • Zero-Shot LearningonNIST (OSN-transmitted - Wechat)
    f-Score
    0.095
    best: 0.314 (DF-Net)
  • Zero-Shot LearningonCASIA (OSN-transmitted - Whatsapp)
    AUC
    0.763
    best: 0.905 (DF-Net)
  • Zero-Shot LearningonCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.063
    best: 0.495 (DF-Net)
  • Zero-Shot LearningonCASIA (OSN-transmitted - Whatsapp)
    f-Score
    0.099
    best: 0.588 (DF-Net)
  • Zero-Shot LearningonNIST (OSN-transmitted - Weibo)
    AUC
    0.671
    best: 0.791 (DF-Net)
  • Zero-Shot LearningonNIST (OSN-transmitted - Weibo)
    Intersection over Union
    0.053
    best: 0.23 (DF-Net)
  • Zero-Shot LearningonNIST (OSN-transmitted - Weibo)
    f-Score
    0.088
    best: 0.303 (DF-Net)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Wechat)
    AUC
    0.613
    best: 0.883 (Wu22)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Wechat)
    Intersection over Union
    0.125
    best: 0.681 (DF-Net)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Wechat)
    f-Score
    0.199
    best: 0.759 (DF-Net)
  • Zero-Shot LearningonCASIA (OSN-transmitted - Weibo)
    AUC
    0.754
    best: 0.902 (DF-Net)
  • Zero-Shot LearningonCASIA (OSN-transmitted - Weibo)
    Intersection over Union
    0.063
    best: 0.49 (DF-Net)
  • Zero-Shot LearningonCASIA (OSN-transmitted - Weibo)
    f-Score
    0.099
    best: 0.584 (DF-Net)
  • Zero-Shot LearningonNIST (OSN-transmitted - Whatsapp)
    AUC
    0.702
    best: 0.803 (DF-Net)
  • Zero-Shot LearningonNIST (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.062
    best: 0.247 (DF-Net)
  • Zero-Shot LearningonNIST (OSN-transmitted - Whatsapp)
    f-Score
    0.101
    best: 0.324 (DF-Net)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Facebook)
    AUC
    0.626
    best: 0.883 (DF-Net)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Facebook)
    Intersection over Union
    0.056
    best: 0.681 (DF-Net)
  • Zero-Shot LearningonColumbia (OSN-transmitted - Facebook)
    f-Score
    0.103
    best: 0.76 (DF-Net)

Robots45 results

  • Activity RecognitiononDSO (OSN-transmitted - Whatsapp)
    AUC
    0.616
    best: 0.839 (Wu22)
  • Activity RecognitiononDSO (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.249 (DF-Net)
  • Activity RecognitiononDSO (OSN-transmitted - Whatsapp)
    f-Score
    0.081
    best: 0.361 (DF-Net)
  • Activity RecognitiononCASIA (OSN-transmitted - Wechat)
    AUC
    0.724
    best: 0.902 (DF-Net)
  • Activity RecognitiononCASIA (OSN-transmitted - Wechat)
    Intersection over Union
    0.08
    best: 0.467 (DF-Net)
  • Activity RecognitiononCASIA (OSN-transmitted - Wechat)
    f-Score
    0.048
    best: 0.564 (DF-Net)
  • Activity RecognitiononColumbia (OSN-transmitted - Weibo)
    AUC
    0.62
    best: 0.89 (DF-Net)
  • Activity RecognitiononColumbia (OSN-transmitted - Weibo)
    Intersection over Union
    0.056
    best: 0.684 (DF-Net)
  • Activity RecognitiononColumbia (OSN-transmitted - Weibo)
    f-Score
    0.103
    best: 0.766 (DF-Net)
  • Activity RecognitiononDSO (OSN-transmitted - Facebook)
    AUC
    0.638
    best: 0.859 (Wu22)
  • Activity RecognitiononDSO (OSN-transmitted - Facebook)
    Intersection over Union
    0.071
    best: 0.32 (Wu22)
  • Activity RecognitiononDSO (OSN-transmitted - Facebook)
    f-Score
    0.109
    best: 0.447 (Wu22)
  • Activity RecognitiononDSO (OSN-transmitted - Weibo)
    AUC
    0.606
    best: 0.808 (Wu22)
  • Activity RecognitiononDSO (OSN-transmitted - Weibo)
    Intersection over Union
    0.036
    best: 0.253 (Wu22)
  • Activity RecognitiononDSO (OSN-transmitted - Weibo)
    f-Score
    0.057
    best: 0.37 (Wu22)
  • Activity RecognitiononNIST (OSN-transmitted - Facebook)
    AUC
    0.652
    best: 0.795 (DF-Net)
  • Activity RecognitiononNIST (OSN-transmitted - Facebook)
    Intersection over Union
    0.057
    best: 0.253 (Wu22)
  • Activity RecognitiononNIST (OSN-transmitted - Facebook)
    f-Score
    0.095
    best: 0.329 (Wu22)
  • Activity RecognitiononColumbia (OSN-transmitted - Whatsapp)
    AUC
    0.63
    best: 0.889 (Wu22)
  • Activity RecognitiononColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.685 (DF-Net)
  • Activity RecognitiononColumbia (OSN-transmitted - Whatsapp)
    f-Score
    0.098
    best: 0.762 (DF-Net)
  • Activity RecognitiononDSO (OSN-transmitted - Wechat)
    AUC
    0.582
    best: 0.823 (Wu22)
  • Activity RecognitiononDSO (OSN-transmitted - Wechat)
    Intersection over Union
    0.045
    best: 0.252 (Wu22)
  • Activity RecognitiononDSO (OSN-transmitted - Wechat)
    f-Score
    0.076
    best: 0.366 (Wu22)
  • Activity RecognitiononNIST (OSN-transmitted - Wechat)
    AUC
    0.654
    best: 0.799 (DF-Net)
  • Activity RecognitiononNIST (OSN-transmitted - Wechat)
    Intersection over Union
    0.057
    best: 0.238 (DF-Net)
  • Activity RecognitiononNIST (OSN-transmitted - Wechat)
    f-Score
    0.095
    best: 0.314 (DF-Net)
  • Activity RecognitiononCASIA (OSN-transmitted - Whatsapp)
    AUC
    0.763
    best: 0.905 (DF-Net)
  • Activity RecognitiononCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.063
    best: 0.495 (DF-Net)
  • Activity RecognitiononCASIA (OSN-transmitted - Whatsapp)
    f-Score
    0.099
    best: 0.588 (DF-Net)
  • Activity RecognitiononNIST (OSN-transmitted - Weibo)
    AUC
    0.671
    best: 0.791 (DF-Net)
  • Activity RecognitiononNIST (OSN-transmitted - Weibo)
    Intersection over Union
    0.053
    best: 0.23 (DF-Net)
  • Activity RecognitiononNIST (OSN-transmitted - Weibo)
    f-Score
    0.088
    best: 0.303 (DF-Net)
  • Activity RecognitiononColumbia (OSN-transmitted - Wechat)
    AUC
    0.613
    best: 0.883 (Wu22)
  • Activity RecognitiononColumbia (OSN-transmitted - Wechat)
    Intersection over Union
    0.125
    best: 0.681 (DF-Net)
  • Activity RecognitiononColumbia (OSN-transmitted - Wechat)
    f-Score
    0.199
    best: 0.759 (DF-Net)
  • Activity RecognitiononCASIA (OSN-transmitted - Weibo)
    AUC
    0.754
    best: 0.902 (DF-Net)
  • Activity RecognitiononCASIA (OSN-transmitted - Weibo)
    Intersection over Union
    0.063
    best: 0.49 (DF-Net)
  • Activity RecognitiononCASIA (OSN-transmitted - Weibo)
    f-Score
    0.099
    best: 0.584 (DF-Net)
  • Activity RecognitiononNIST (OSN-transmitted - Whatsapp)
    AUC
    0.702
    best: 0.803 (DF-Net)
  • Activity RecognitiononNIST (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.062
    best: 0.247 (DF-Net)
  • Activity RecognitiononNIST (OSN-transmitted - Whatsapp)
    f-Score
    0.101
    best: 0.324 (DF-Net)
  • Activity RecognitiononColumbia (OSN-transmitted - Facebook)
    AUC
    0.626
    best: 0.883 (DF-Net)
  • Activity RecognitiononColumbia (OSN-transmitted - Facebook)
    Intersection over Union
    0.056
    best: 0.681 (DF-Net)
  • Activity RecognitiononColumbia (OSN-transmitted - Facebook)
    f-Score
    0.103
    best: 0.76 (DF-Net)

Natural Language Processing45 results

  • 3D Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    AUC
    0.616
    best: 0.839 (Wu22)
  • 3D Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.249 (DF-Net)
  • 3D Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    f-Score
    0.081
    best: 0.361 (DF-Net)
  • 3D Action RecognitiononCASIA (OSN-transmitted - Wechat)
    AUC
    0.724
    best: 0.902 (DF-Net)
  • 3D Action RecognitiononCASIA (OSN-transmitted - Wechat)
    Intersection over Union
    0.08
    best: 0.467 (DF-Net)
  • 3D Action RecognitiononCASIA (OSN-transmitted - Wechat)
    f-Score
    0.048
    best: 0.564 (DF-Net)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Weibo)
    AUC
    0.62
    best: 0.89 (DF-Net)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Weibo)
    Intersection over Union
    0.056
    best: 0.684 (DF-Net)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Weibo)
    f-Score
    0.103
    best: 0.766 (DF-Net)
  • 3D Action RecognitiononDSO (OSN-transmitted - Facebook)
    AUC
    0.638
    best: 0.859 (Wu22)
  • 3D Action RecognitiononDSO (OSN-transmitted - Facebook)
    Intersection over Union
    0.071
    best: 0.32 (Wu22)
  • 3D Action RecognitiononDSO (OSN-transmitted - Facebook)
    f-Score
    0.109
    best: 0.447 (Wu22)
  • 3D Action RecognitiononDSO (OSN-transmitted - Weibo)
    AUC
    0.606
    best: 0.808 (Wu22)
  • 3D Action RecognitiononDSO (OSN-transmitted - Weibo)
    Intersection over Union
    0.036
    best: 0.253 (Wu22)
  • 3D Action RecognitiononDSO (OSN-transmitted - Weibo)
    f-Score
    0.057
    best: 0.37 (Wu22)
  • 3D Action RecognitiononNIST (OSN-transmitted - Facebook)
    AUC
    0.652
    best: 0.795 (DF-Net)
  • 3D Action RecognitiononNIST (OSN-transmitted - Facebook)
    Intersection over Union
    0.057
    best: 0.253 (Wu22)
  • 3D Action RecognitiononNIST (OSN-transmitted - Facebook)
    f-Score
    0.095
    best: 0.329 (Wu22)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    AUC
    0.63
    best: 0.889 (Wu22)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.685 (DF-Net)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    f-Score
    0.098
    best: 0.762 (DF-Net)
  • 3D Action RecognitiononDSO (OSN-transmitted - Wechat)
    AUC
    0.582
    best: 0.823 (Wu22)
  • 3D Action RecognitiononDSO (OSN-transmitted - Wechat)
    Intersection over Union
    0.045
    best: 0.252 (Wu22)
  • 3D Action RecognitiononDSO (OSN-transmitted - Wechat)
    f-Score
    0.076
    best: 0.366 (Wu22)
  • 3D Action RecognitiononNIST (OSN-transmitted - Wechat)
    AUC
    0.654
    best: 0.799 (DF-Net)
  • 3D Action RecognitiononNIST (OSN-transmitted - Wechat)
    Intersection over Union
    0.057
    best: 0.238 (DF-Net)
  • 3D Action RecognitiononNIST (OSN-transmitted - Wechat)
    f-Score
    0.095
    best: 0.314 (DF-Net)
  • 3D Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    AUC
    0.763
    best: 0.905 (DF-Net)
  • 3D Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.063
    best: 0.495 (DF-Net)
  • 3D Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    f-Score
    0.099
    best: 0.588 (DF-Net)
  • 3D Action RecognitiononNIST (OSN-transmitted - Weibo)
    AUC
    0.671
    best: 0.791 (DF-Net)
  • 3D Action RecognitiononNIST (OSN-transmitted - Weibo)
    Intersection over Union
    0.053
    best: 0.23 (DF-Net)
  • 3D Action RecognitiononNIST (OSN-transmitted - Weibo)
    f-Score
    0.088
    best: 0.303 (DF-Net)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Wechat)
    AUC
    0.613
    best: 0.883 (Wu22)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Wechat)
    Intersection over Union
    0.125
    best: 0.681 (DF-Net)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Wechat)
    f-Score
    0.199
    best: 0.759 (DF-Net)
  • 3D Action RecognitiononCASIA (OSN-transmitted - Weibo)
    AUC
    0.754
    best: 0.902 (DF-Net)
  • 3D Action RecognitiononCASIA (OSN-transmitted - Weibo)
    Intersection over Union
    0.063
    best: 0.49 (DF-Net)
  • 3D Action RecognitiononCASIA (OSN-transmitted - Weibo)
    f-Score
    0.099
    best: 0.584 (DF-Net)
  • 3D Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    AUC
    0.702
    best: 0.803 (DF-Net)
  • 3D Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.062
    best: 0.247 (DF-Net)
  • 3D Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    f-Score
    0.101
    best: 0.324 (DF-Net)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Facebook)
    AUC
    0.626
    best: 0.883 (DF-Net)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Facebook)
    Intersection over Union
    0.056
    best: 0.681 (DF-Net)
  • 3D Action RecognitiononColumbia (OSN-transmitted - Facebook)
    f-Score
    0.103
    best: 0.76 (DF-Net)

Time Series45 results

  • Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    AUC
    0.616
    best: 0.839 (Wu22)
  • Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.249 (DF-Net)
  • Action RecognitiononDSO (OSN-transmitted - Whatsapp)
    f-Score
    0.081
    best: 0.361 (DF-Net)
  • Action RecognitiononCASIA (OSN-transmitted - Wechat)
    AUC
    0.724
    best: 0.902 (DF-Net)
  • Action RecognitiononCASIA (OSN-transmitted - Wechat)
    Intersection over Union
    0.08
    best: 0.467 (DF-Net)
  • Action RecognitiononCASIA (OSN-transmitted - Wechat)
    f-Score
    0.048
    best: 0.564 (DF-Net)
  • Action RecognitiononColumbia (OSN-transmitted - Weibo)
    AUC
    0.62
    best: 0.89 (DF-Net)
  • Action RecognitiononColumbia (OSN-transmitted - Weibo)
    Intersection over Union
    0.056
    best: 0.684 (DF-Net)
  • Action RecognitiononColumbia (OSN-transmitted - Weibo)
    f-Score
    0.103
    best: 0.766 (DF-Net)
  • Action RecognitiononDSO (OSN-transmitted - Facebook)
    AUC
    0.638
    best: 0.859 (Wu22)
  • Action RecognitiononDSO (OSN-transmitted - Facebook)
    Intersection over Union
    0.071
    best: 0.32 (Wu22)
  • Action RecognitiononDSO (OSN-transmitted - Facebook)
    f-Score
    0.109
    best: 0.447 (Wu22)
  • Action RecognitiononDSO (OSN-transmitted - Weibo)
    AUC
    0.606
    best: 0.808 (Wu22)
  • Action RecognitiononDSO (OSN-transmitted - Weibo)
    Intersection over Union
    0.036
    best: 0.253 (Wu22)
  • Action RecognitiononDSO (OSN-transmitted - Weibo)
    f-Score
    0.057
    best: 0.37 (Wu22)
  • Action RecognitiononNIST (OSN-transmitted - Facebook)
    AUC
    0.652
    best: 0.795 (DF-Net)
  • Action RecognitiononNIST (OSN-transmitted - Facebook)
    Intersection over Union
    0.057
    best: 0.253 (Wu22)
  • Action RecognitiononNIST (OSN-transmitted - Facebook)
    f-Score
    0.095
    best: 0.329 (Wu22)
  • Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    AUC
    0.63
    best: 0.889 (Wu22)
  • Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.052
    best: 0.685 (DF-Net)
  • Action RecognitiononColumbia (OSN-transmitted - Whatsapp)
    f-Score
    0.098
    best: 0.762 (DF-Net)
  • Action RecognitiononDSO (OSN-transmitted - Wechat)
    AUC
    0.582
    best: 0.823 (Wu22)
  • Action RecognitiononDSO (OSN-transmitted - Wechat)
    Intersection over Union
    0.045
    best: 0.252 (Wu22)
  • Action RecognitiononDSO (OSN-transmitted - Wechat)
    f-Score
    0.076
    best: 0.366 (Wu22)
  • Action RecognitiononNIST (OSN-transmitted - Wechat)
    AUC
    0.654
    best: 0.799 (DF-Net)
  • Action RecognitiononNIST (OSN-transmitted - Wechat)
    Intersection over Union
    0.057
    best: 0.238 (DF-Net)
  • Action RecognitiononNIST (OSN-transmitted - Wechat)
    f-Score
    0.095
    best: 0.314 (DF-Net)
  • Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    AUC
    0.763
    best: 0.905 (DF-Net)
  • Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.063
    best: 0.495 (DF-Net)
  • Action RecognitiononCASIA (OSN-transmitted - Whatsapp)
    f-Score
    0.099
    best: 0.588 (DF-Net)
  • Action RecognitiononNIST (OSN-transmitted - Weibo)
    AUC
    0.671
    best: 0.791 (DF-Net)
  • Action RecognitiononNIST (OSN-transmitted - Weibo)
    Intersection over Union
    0.053
    best: 0.23 (DF-Net)
  • Action RecognitiononNIST (OSN-transmitted - Weibo)
    f-Score
    0.088
    best: 0.303 (DF-Net)
  • Action RecognitiononColumbia (OSN-transmitted - Wechat)
    AUC
    0.613
    best: 0.883 (Wu22)
  • Action RecognitiononColumbia (OSN-transmitted - Wechat)
    Intersection over Union
    0.125
    best: 0.681 (DF-Net)
  • Action RecognitiononColumbia (OSN-transmitted - Wechat)
    f-Score
    0.199
    best: 0.759 (DF-Net)
  • Action RecognitiononCASIA (OSN-transmitted - Weibo)
    AUC
    0.754
    best: 0.902 (DF-Net)
  • Action RecognitiononCASIA (OSN-transmitted - Weibo)
    Intersection over Union
    0.063
    best: 0.49 (DF-Net)
  • Action RecognitiononCASIA (OSN-transmitted - Weibo)
    f-Score
    0.099
    best: 0.584 (DF-Net)
  • Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    AUC
    0.702
    best: 0.803 (DF-Net)
  • Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    Intersection over Union
    0.062
    best: 0.247 (DF-Net)
  • Action RecognitiononNIST (OSN-transmitted - Whatsapp)
    f-Score
    0.101
    best: 0.324 (DF-Net)
  • Action RecognitiononColumbia (OSN-transmitted - Facebook)
    AUC
    0.626
    best: 0.883 (DF-Net)
  • Action RecognitiononColumbia (OSN-transmitted - Facebook)
    Intersection over Union
    0.056
    best: 0.681 (DF-Net)
  • Action RecognitiononColumbia (OSN-transmitted - Facebook)
    f-Score
    0.103
    best: 0.76 (DF-Net)