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Models/TranSalNet

TranSalNet

Reported on 36 benchmarks across 3 tasks · 1 paper · 36 SOTA

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

Computer Vision36 results

  • Saliency DetectiononMIT300
    AUC-Judd· 2021-10-07
    0.8734
    best: 0.913 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononMIT300
    CC· 2021-10-07
    0.807
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononMIT300
    KLD· 2021-10-07
    1.0141
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononMIT300
    NSS· 2021-10-07
    2.4134
    best: 2.839 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononMIT300
    SIM· 2021-10-07
    0.6895
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononMIT300
    sAUC· 2021-10-07
    0.7467
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononSALICON
    AUC· 2021-10-07
    0.868
    best: 0.876 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononSALICON
    CC· 2021-10-07
    0.907
    best: 0.911 (TempSAL)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononSALICON
    KLD· 2021-10-07
    0.373
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononSALICON
    NSS· 2021-10-07
    2.014
    best: 2.019 (SalNAS-XL + Self-KD)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononSALICON
    SIM· 2021-10-07
    0.803
    best: 0.804 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency DetectiononSALICON
    sAUC· 2021-10-07
    0.747
    best: 0.749 (SalNAS-XL + Self-KD)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononMIT300
    AUC-Judd· 2021-10-07
    0.8734
    best: 0.913 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononMIT300
    CC· 2021-10-07
    0.807
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononMIT300
    KLD· 2021-10-07
    1.0141
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononMIT300
    NSS· 2021-10-07
    2.4134
    best: 2.839 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononMIT300
    SIM· 2021-10-07
    0.6895
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononMIT300
    sAUC· 2021-10-07
    0.7467
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononSALICON
    AUC· 2021-10-07
    0.868
    best: 0.876 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononSALICON
    CC· 2021-10-07
    0.907
    best: 0.911 (TempSAL)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononSALICON
    KLD· 2021-10-07
    0.373
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononSALICON
    NSS· 2021-10-07
    2.014
    best: 2.019 (SalNAS-XL + Self-KD)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononSALICON
    SIM· 2021-10-07
    0.803
    best: 0.804 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Saliency PredictiononSALICON
    sAUC· 2021-10-07
    0.747
    best: 0.749 (SalNAS-XL + Self-KD)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononMIT300
    AUC-Judd· 2021-10-07
    0.8734
    best: 0.913 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononMIT300
    CC· 2021-10-07
    0.807
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononMIT300
    KLD· 2021-10-07
    1.0141
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononMIT300
    NSS· 2021-10-07
    2.4134
    best: 2.839 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononMIT300
    SIM· 2021-10-07
    0.6895
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononMIT300
    sAUC· 2021-10-07
    0.7467
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononSALICON
    AUC· 2021-10-07
    0.868
    best: 0.876 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononSALICON
    CC· 2021-10-07
    0.907
    best: 0.911 (TempSAL)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononSALICON
    KLD· 2021-10-07
    0.373
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononSALICON
    NSS· 2021-10-07
    2.014
    best: 2.019 (SalNAS-XL + Self-KD)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononSALICON
    SIM· 2021-10-07
    0.803
    best: 0.804 (SUM)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593
  • Few-Shot Transfer Learning for Saliency PredictiononSALICON
    sAUC· 2021-10-07
    0.747
    best: 0.749 (SalNAS-XL + Self-KD)
    SOTA
    TranSalNet: Towards perceptually relevant visual saliency predictionarXiv:2110.03593