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Models/Mask RCNN R50

Mask RCNN R50

Reported on 15 benchmarks across 5 tasks · 1 paper · 10 SOTA

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

Methodology12 results

  • 3DonNAO
    mAP· 2021-11-07
    15.2
    SOTA
    Natural Adversarial ObjectsarXiv:2111.04204
  • 3DonNAO
    mAR· 2021-11-07
    43.8
    SOTA
    Natural Adversarial ObjectsarXiv:2111.04204
  • 2D ClassificationonNAO
    mAP· 2021-11-07
    15.2
    SOTA
    Natural Adversarial ObjectsarXiv:2111.04204
  • 2D ClassificationonNAO
    mAR· 2021-11-07
    43.8
    SOTA
    Natural Adversarial ObjectsarXiv:2111.04204
  • 2D Object DetectiononNAO
    mAP· 2021-11-07
    15.2
    SOTA
    Natural Adversarial ObjectsarXiv:2111.04204
  • 2D Object DetectiononNAO
    mAR· 2021-11-07
    43.8
    SOTA
    Natural Adversarial ObjectsarXiv:2111.04204
  • 16konNAO
    mAP· 2021-11-07
    15.2
    SOTA
    Natural Adversarial ObjectsarXiv:2111.04204
  • 16konNAO
    mAR· 2021-11-07
    43.8
    SOTA
    Natural Adversarial ObjectsarXiv:2111.04204
  • 3DonNAO
    mAP w/o OOD· 2021-11-07
    24.6
    best: 29.6 (EfficientDet-D4)
    Natural Adversarial ObjectsarXiv:2111.04204
  • 2D ClassificationonNAO
    mAP w/o OOD· 2021-11-07
    24.6
    best: 29.6 (EfficientDet-D4)
    Natural Adversarial ObjectsarXiv:2111.04204
  • 2D Object DetectiononNAO
    mAP w/o OOD· 2021-11-07
    24.6
    best: 29.6 (EfficientDet-D4)
    Natural Adversarial ObjectsarXiv:2111.04204
  • 16konNAO
    mAP w/o OOD· 2021-11-07
    24.6
    best: 29.6 (EfficientDet-D4)
    Natural Adversarial ObjectsarXiv:2111.04204

Computer Vision3 results

  • Object DetectiononNAO
    mAP· 2021-11-07
    15.2
    SOTA
    Natural Adversarial ObjectsarXiv:2111.04204
  • Object DetectiononNAO
    mAR· 2021-11-07
    43.8
    SOTA
    Natural Adversarial ObjectsarXiv:2111.04204
  • Object DetectiononNAO
    mAP w/o OOD· 2021-11-07
    24.6
    best: 29.6 (EfficientDet-D4)
    Natural Adversarial ObjectsarXiv:2111.04204