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Models/Grad-CAM++

Grad-CAM++

Reported on 8 benchmarks across 1 task · 1 paper · 8 SOTA

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

Reasoning8 results

  • Error UnderstandingonCUB-200-2011 (ResNet-101)
    Average highest confidence· 2017-10-30
    0.2647
    best: 0.2493 (HSIC-Attribution)
    SOTA
    Grad-CAM++: Improved Visual Explanations for Deep Convolutional NetworksarXiv:1710.11063
  • Error UnderstandingonCUB-200-2011 (ResNet-101)
    Insertion AUC score· 2017-10-30
    0.1094
    best: 0.1446 (HSIC-Attribution)
    SOTA
    Grad-CAM++: Improved Visual Explanations for Deep Convolutional NetworksarXiv:1710.11063
  • Error UnderstandingonCUB-200-2011
    Average highest confidence (EfficientNetV2-M)· 2017-10-30
    0.2659
    best: 0.2403 (Score-CAM)
    SOTA
    Grad-CAM++: Improved Visual Explanations for Deep Convolutional NetworksarXiv:1710.11063
  • Error UnderstandingonCUB-200-2011
    Average highest confidence (MobileNetV2)· 2017-10-30
    0.3462
    best: 0.2914 (HSIC-Attribution)
    SOTA
    Grad-CAM++: Improved Visual Explanations for Deep Convolutional NetworksarXiv:1710.11063
  • Error UnderstandingonCUB-200-2011
    Average highest confidence (ResNet-101)· 2017-10-30
    0.2647
    best: 0.2493 (HSIC-Attribution)
    SOTA
    Grad-CAM++: Improved Visual Explanations for Deep Convolutional NetworksarXiv:1710.11063
  • Error UnderstandingonCUB-200-2011
    Insertion AUC score (EfficientNetV2-M)· 2017-10-30
    0.1605
    best: 0.1748 (SMDL-Attribution (ICLR version))
    SOTA
    Grad-CAM++: Improved Visual Explanations for Deep Convolutional NetworksarXiv:1710.11063
  • Error UnderstandingonCUB-200-2011
    Insertion AUC score (MobileNetV2)· 2017-10-30
    0.1284
    best: 0.1922 (SMDL-Attribution (ICLR version))
    SOTA
    Grad-CAM++: Improved Visual Explanations for Deep Convolutional NetworksarXiv:1710.11063
  • Error UnderstandingonCUB-200-2011
    Insertion AUC score (ResNet-101)· 2017-10-30
    0.1094
    best: 0.1772 (SMDL-Attribution (ICLR version))
    SOTA
    Grad-CAM++: Improved Visual Explanations for Deep Convolutional NetworksarXiv:1710.11063