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 (ResNet-101-FPN, GroupNorm, long)

Mask R-CNN (ResNet-101-FPN, GroupNorm, long)

Reported on 15 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.

Methodology12 results

  • 3DonCOCO minival
    AP50· 2018-03-22
    62.8
    best: 82.1 (EVA)
    Group NormalizationarXiv:1803.08494
  • 3DonCOCO minival
    AP75· 2018-03-22
    46.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Group NormalizationarXiv:1803.08494
  • 3DonCOCO minival
    box AP· 2018-03-22
    42.3
    best: 66 (PE_spatial (DETA))
    Group NormalizationarXiv:1803.08494
  • 2D ClassificationonCOCO minival
    AP50· 2018-03-22
    62.8
    best: 82.1 (EVA)
    Group NormalizationarXiv:1803.08494
  • 2D ClassificationonCOCO minival
    AP75· 2018-03-22
    46.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Group NormalizationarXiv:1803.08494
  • 2D ClassificationonCOCO minival
    box AP· 2018-03-22
    42.3
    best: 66 (PE_spatial (DETA))
    Group NormalizationarXiv:1803.08494
  • 2D Object DetectiononCOCO minival
    AP50· 2018-03-22
    62.8
    best: 82.1 (EVA)
    Group NormalizationarXiv:1803.08494
  • 2D Object DetectiononCOCO minival
    AP75· 2018-03-22
    46.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Group NormalizationarXiv:1803.08494
  • 2D Object DetectiononCOCO minival
    box AP· 2018-03-22
    42.3
    best: 66 (PE_spatial (DETA))
    Group NormalizationarXiv:1803.08494
  • 16konCOCO minival
    AP50· 2018-03-22
    62.8
    best: 82.1 (EVA)
    Group NormalizationarXiv:1803.08494
  • 16konCOCO minival
    AP75· 2018-03-22
    46.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Group NormalizationarXiv:1803.08494
  • 16konCOCO minival
    box AP· 2018-03-22
    42.3
    best: 66 (PE_spatial (DETA))
    Group NormalizationarXiv:1803.08494

Computer Vision3 results

  • Object DetectiononCOCO minival
    AP50· 2018-03-22
    62.8
    best: 82.1 (EVA)
    Group NormalizationarXiv:1803.08494
  • Object DetectiononCOCO minival
    AP75· 2018-03-22
    46.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    Group NormalizationarXiv:1803.08494
  • Object DetectiononCOCO minival
    box AP· 2018-03-22
    42.3
    best: 66 (PE_spatial (DETA))
    Group NormalizationarXiv:1803.08494