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Models/Cascade Mask R-CNN (ResNet-50)

Cascade Mask R-CNN (ResNet-50)

Reported on 15 benchmarks across 5 tasks · 1 paper · 15 SOTA

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

Methodology12 results

  • 3DonCOCO minival
    AP50· 2015-12-10
    64.3
    best: 82.1 (EVA)
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 3DonCOCO minival
    AP75· 2015-12-10
    50.5
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 3DonCOCO minival
    box AP· 2015-12-10
    46.3
    best: 66 (PE_spatial (DETA))
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 2D ClassificationonCOCO minival
    AP50· 2015-12-10
    64.3
    best: 82.1 (EVA)
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 2D ClassificationonCOCO minival
    AP75· 2015-12-10
    50.5
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 2D ClassificationonCOCO minival
    box AP· 2015-12-10
    46.3
    best: 66 (PE_spatial (DETA))
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 2D Object DetectiononCOCO minival
    AP50· 2015-12-10
    64.3
    best: 82.1 (EVA)
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 2D Object DetectiononCOCO minival
    AP75· 2015-12-10
    50.5
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 2D Object DetectiononCOCO minival
    box AP· 2015-12-10
    46.3
    best: 66 (PE_spatial (DETA))
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 16konCOCO minival
    AP50· 2015-12-10
    64.3
    best: 82.1 (EVA)
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 16konCOCO minival
    AP75· 2015-12-10
    50.5
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 16konCOCO minival
    box AP· 2015-12-10
    46.3
    best: 66 (PE_spatial (DETA))
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385

Computer Vision3 results

  • Object DetectiononCOCO minival
    AP50· 2015-12-10
    64.3
    best: 82.1 (EVA)
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • Object DetectiononCOCO minival
    AP75· 2015-12-10
    50.5
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • Object DetectiononCOCO minival
    box AP· 2015-12-10
    46.3
    best: 66 (PE_spatial (DETA))
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385