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Models/RPDet (ResNet-101)

RPDet (ResNet-101)

Reported on 35 benchmarks across 5 tasks · 1 paper

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

Methodology28 results

  • 3DonCOCO test-dev
    AP50· 2019-04-25
    62.9
    best: 95 (ViTPose (ViTAE-G, ensemble))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 3DonCOCO test-dev
    AP75· 2019-04-25
    44.3
    best: 88.2 (ViTPose (ViTAE-G, ensemble))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 3DonCOCO test-dev
    APL· 2019-04-25
    51.7
    best: 86.5 (PoseBH-H)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 3DonCOCO test-dev
    APM· 2019-04-25
    44.1
    best: 83.8 (4xRSN-50 (ensemble))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 3DonCOCO test-dev
    APS· 2019-04-25
    23.6
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 3DonCOCO test-dev
    box mAP· 2019-04-25
    41
    best: 66 (Co-DETR)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 3DonCOCO minival
    box AP· 2019-04-25
    40.3
    best: 66 (PE_spatial (DETA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D ClassificationonCOCO test-dev
    AP50· 2019-04-25
    62.9
    best: 82.1 (Plain-DETR (Swin-L))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D ClassificationonCOCO test-dev
    AP75· 2019-04-25
    44.3
    best: 71.7 (EVA)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D ClassificationonCOCO test-dev
    APL· 2019-04-25
    51.7
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D ClassificationonCOCO test-dev
    APM· 2019-04-25
    44.1
    best: 67.7 (EVA)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D ClassificationonCOCO test-dev
    APS· 2019-04-25
    23.6
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D ClassificationonCOCO test-dev
    box mAP· 2019-04-25
    41
    best: 66 (Co-DETR)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D ClassificationonCOCO minival
    box AP· 2019-04-25
    40.3
    best: 66 (PE_spatial (DETA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D Object DetectiononCOCO test-dev
    AP50· 2019-04-25
    62.9
    best: 82.1 (Plain-DETR (Swin-L))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D Object DetectiononCOCO test-dev
    AP75· 2019-04-25
    44.3
    best: 71.7 (EVA)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D Object DetectiononCOCO test-dev
    APL· 2019-04-25
    51.7
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D Object DetectiononCOCO test-dev
    APM· 2019-04-25
    44.1
    best: 67.7 (EVA)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D Object DetectiononCOCO test-dev
    APS· 2019-04-25
    23.6
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D Object DetectiononCOCO test-dev
    box mAP· 2019-04-25
    41
    best: 66 (Co-DETR)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 2D Object DetectiononCOCO minival
    box AP· 2019-04-25
    40.3
    best: 66 (PE_spatial (DETA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 16konCOCO test-dev
    AP50· 2019-04-25
    62.9
    best: 82.1 (Plain-DETR (Swin-L))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 16konCOCO test-dev
    AP75· 2019-04-25
    44.3
    best: 71.7 (EVA)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 16konCOCO test-dev
    APL· 2019-04-25
    51.7
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 16konCOCO test-dev
    APM· 2019-04-25
    44.1
    best: 67.7 (EVA)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 16konCOCO test-dev
    APS· 2019-04-25
    23.6
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 16konCOCO test-dev
    box mAP· 2019-04-25
    41
    best: 66 (Co-DETR)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • 16konCOCO minival
    box AP· 2019-04-25
    40.3
    best: 66 (PE_spatial (DETA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490

Computer Vision7 results

  • Object DetectiononCOCO test-dev
    AP50· 2019-04-25
    62.9
    best: 82.1 (Plain-DETR (Swin-L))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • Object DetectiononCOCO test-dev
    AP75· 2019-04-25
    44.3
    best: 71.7 (EVA)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • Object DetectiononCOCO test-dev
    APL· 2019-04-25
    51.7
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • Object DetectiononCOCO test-dev
    APM· 2019-04-25
    44.1
    best: 67.7 (EVA)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • Object DetectiononCOCO test-dev
    APS· 2019-04-25
    23.6
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • Object DetectiononCOCO test-dev
    box mAP· 2019-04-25
    41
    best: 66 (Co-DETR)
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490
  • Object DetectiononCOCO minival
    box AP· 2019-04-25
    40.3
    best: 66 (PE_spatial (DETA))
    RepPoints: Point Set Representation for Object DetectionarXiv:1904.11490