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Models/ResNeSt-200 (multi-scale)

ResNeSt-200 (multi-scale)

Reported on 66 benchmarks across 6 tasks · 1 paper · 18 SOTA

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

Methodology48 results

  • 3DonCOCO minival
    box AP· 2020-04-19
    52.47
    best: 66 (PE_spatial (DETA))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO test-dev
    AP50· 2020-04-19
    72
    best: 82.1 (Plain-DETR (Swin-L))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO test-dev
    APL· 2020-04-19
    66.8
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO minival
    box AP· 2020-04-19
    52.47
    best: 66 (PE_spatial (DETA))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO test-dev
    AP50· 2020-04-19
    72
    best: 82.1 (Plain-DETR (Swin-L))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO test-dev
    APL· 2020-04-19
    66.8
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO minival
    box AP· 2020-04-19
    52.47
    best: 66 (PE_spatial (DETA))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO test-dev
    AP50· 2020-04-19
    72
    best: 82.1 (Plain-DETR (Swin-L))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO test-dev
    APL· 2020-04-19
    66.8
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO minival
    box AP· 2020-04-19
    52.47
    best: 66 (PE_spatial (DETA))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO test-dev
    AP50· 2020-04-19
    72
    best: 95 (ViTPose (ViTAE-G, ensemble))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO test-dev
    AP75· 2020-04-19
    58
    best: 88.2 (ViTPose (ViTAE-G, ensemble))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO test-dev
    APL· 2020-04-19
    66.8
    best: 86.5 (PoseBH-H)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO test-dev
    APM· 2020-04-19
    56.2
    best: 83.8 (4xRSN-50 (ensemble))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO test-dev
    APS· 2020-04-19
    35.1
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO test-dev
    box mAP· 2020-04-19
    53.3
    best: 66 (Co-DETR)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO minival
    AP50· 2020-04-19
    71
    best: 82.1 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO minival
    AP75· 2020-04-19
    57.07
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO minival
    APL· 2020-04-19
    66.29
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO minival
    APM· 2020-04-19
    56.36
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 3DonCOCO minival
    APS· 2020-04-19
    36.8
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO test-dev
    AP75· 2020-04-19
    58
    best: 71.7 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO test-dev
    APM· 2020-04-19
    56.2
    best: 67.7 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO test-dev
    APS· 2020-04-19
    35.1
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO test-dev
    box mAP· 2020-04-19
    53.3
    best: 66 (Co-DETR)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO minival
    AP50· 2020-04-19
    71
    best: 82.1 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO minival
    AP75· 2020-04-19
    57.07
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO minival
    APL· 2020-04-19
    66.29
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO minival
    APM· 2020-04-19
    56.36
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D ClassificationonCOCO minival
    APS· 2020-04-19
    36.8
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO test-dev
    AP75· 2020-04-19
    58
    best: 71.7 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO test-dev
    APM· 2020-04-19
    56.2
    best: 67.7 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO test-dev
    APS· 2020-04-19
    35.1
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO test-dev
    box mAP· 2020-04-19
    53.3
    best: 66 (Co-DETR)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO minival
    AP50· 2020-04-19
    71
    best: 82.1 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO minival
    AP75· 2020-04-19
    57.07
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO minival
    APL· 2020-04-19
    66.29
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO minival
    APM· 2020-04-19
    56.36
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 2D Object DetectiononCOCO minival
    APS· 2020-04-19
    36.8
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO test-dev
    AP75· 2020-04-19
    58
    best: 71.7 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO test-dev
    APM· 2020-04-19
    56.2
    best: 67.7 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO test-dev
    APS· 2020-04-19
    35.1
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO test-dev
    box mAP· 2020-04-19
    53.3
    best: 66 (Co-DETR)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO minival
    AP50· 2020-04-19
    71
    best: 82.1 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO minival
    AP75· 2020-04-19
    57.07
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO minival
    APL· 2020-04-19
    66.29
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO minival
    APM· 2020-04-19
    56.36
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • 16konCOCO minival
    APS· 2020-04-19
    36.8
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955

Computer Vision18 results

  • Object DetectiononCOCO test-dev
    AP50· 2020-04-19
    72
    best: 82.1 (Plain-DETR (Swin-L))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO test-dev
    APL· 2020-04-19
    66.8
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO minival
    box AP· 2020-04-19
    52.47
    best: 66 (PE_spatial (DETA))
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Instance SegmentationonCOCO minival
    mask AP· 2020-04-19
    46.25
    best: 56.6 (Co-DETR)
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Instance SegmentationonCOCO test-dev
    AP50· 2020-04-19
    70.2
    best: 80.8 (InternImage-H)
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Instance SegmentationonCOCO test-dev
    AP75· 2020-04-19
    51.5
    best: 63.4 (Co-DETR)
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Instance SegmentationonCOCO test-dev
    APM· 2020-04-19
    49.6
    best: 60.1 (Co-DETR)
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Instance SegmentationonCOCO test-dev
    APS· 2020-04-19
    30
    best: 41.6 (Co-DETR)
    SOTA
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO test-dev
    AP75· 2020-04-19
    58
    best: 71.7 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO test-dev
    APM· 2020-04-19
    56.2
    best: 67.7 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO test-dev
    APS· 2020-04-19
    35.1
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO test-dev
    box mAP· 2020-04-19
    53.3
    best: 66 (Co-DETR)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO minival
    AP50· 2020-04-19
    71
    best: 82.1 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO minival
    AP75· 2020-04-19
    57.07
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO minival
    APL· 2020-04-19
    66.29
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO minival
    APM· 2020-04-19
    56.36
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Object DetectiononCOCO minival
    APS· 2020-04-19
    36.8
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    ResNeSt: Split-Attention NetworksarXiv:2004.08955
  • Instance SegmentationonCOCO test-dev
    APL· 2020-04-19
    60.6
    best: 72.4 (EVA)
    ResNeSt: Split-Attention NetworksarXiv:2004.08955