TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Mask R-CNN-FPN (AOGNet-40M)

Mask R-CNN-FPN (AOGNet-40M)

Reported on 18 benchmarks across 6 tasks · 1 paper · 1 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· 2019-08-04
    66.2
    best: 82.1 (EVA)
    Attentive NormalizationarXiv:1908.01259
  • 3DonCOCO minival
    AP75· 2019-08-04
    49.1
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Attentive NormalizationarXiv:1908.01259
  • 3DonCOCO minival
    box AP· 2019-08-04
    44.9
    best: 66 (PE_spatial (DETA))
    Attentive NormalizationarXiv:1908.01259
  • 2D ClassificationonCOCO minival
    AP50· 2019-08-04
    66.2
    best: 82.1 (EVA)
    Attentive NormalizationarXiv:1908.01259
  • 2D ClassificationonCOCO minival
    AP75· 2019-08-04
    49.1
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Attentive NormalizationarXiv:1908.01259
  • 2D ClassificationonCOCO minival
    box AP· 2019-08-04
    44.9
    best: 66 (PE_spatial (DETA))
    Attentive NormalizationarXiv:1908.01259
  • 2D Object DetectiononCOCO minival
    AP50· 2019-08-04
    66.2
    best: 82.1 (EVA)
    Attentive NormalizationarXiv:1908.01259
  • 2D Object DetectiononCOCO minival
    AP75· 2019-08-04
    49.1
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Attentive NormalizationarXiv:1908.01259
  • 2D Object DetectiononCOCO minival
    box AP· 2019-08-04
    44.9
    best: 66 (PE_spatial (DETA))
    Attentive NormalizationarXiv:1908.01259
  • 16konCOCO minival
    AP50· 2019-08-04
    66.2
    best: 82.1 (EVA)
    Attentive NormalizationarXiv:1908.01259
  • 16konCOCO minival
    AP75· 2019-08-04
    49.1
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Attentive NormalizationarXiv:1908.01259
  • 16konCOCO minival
    box AP· 2019-08-04
    44.9
    best: 66 (PE_spatial (DETA))
    Attentive NormalizationarXiv:1908.01259

Computer Vision6 results

  • Instance SegmentationonCOCO minival
    AP50· 2019-08-04
    63.2
    best: 80.1 (InternImage-H)
    SOTA
    Attentive NormalizationarXiv:1908.01259
  • Object DetectiononCOCO minival
    AP50· 2019-08-04
    66.2
    best: 82.1 (EVA)
    Attentive NormalizationarXiv:1908.01259
  • Object DetectiononCOCO minival
    AP75· 2019-08-04
    49.1
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Attentive NormalizationarXiv:1908.01259
  • Object DetectiononCOCO minival
    box AP· 2019-08-04
    44.9
    best: 66 (PE_spatial (DETA))
    Attentive NormalizationarXiv:1908.01259
  • Instance SegmentationonCOCO minival
    AP75· 2019-08-04
    43.3
    best: 62.8 (Co-DETR)
    Attentive NormalizationarXiv:1908.01259
  • Instance SegmentationonCOCO minival
    mask AP· 2019-08-04
    40.2
    best: 56.6 (Co-DETR)
    Attentive NormalizationarXiv:1908.01259