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Models/Mask R-CNN (ResNeXt-152-FPN, cascade)

Mask R-CNN (ResNeXt-152-FPN, cascade)

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

  • 3DonCOCO minival
    AP75· 2018-11-21
    52.9
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 3DonCOCO minival
    box AP· 2018-11-21
    48.6
    best: 66 (PE_spatial (DETA))
    SOTA
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 2D ClassificationonCOCO minival
    AP75· 2018-11-21
    52.9
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 2D ClassificationonCOCO minival
    box AP· 2018-11-21
    48.6
    best: 66 (PE_spatial (DETA))
    SOTA
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 2D Object DetectiononCOCO minival
    AP75· 2018-11-21
    52.9
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 2D Object DetectiononCOCO minival
    box AP· 2018-11-21
    48.6
    best: 66 (PE_spatial (DETA))
    SOTA
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 16konCOCO minival
    AP75· 2018-11-21
    52.9
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 16konCOCO minival
    box AP· 2018-11-21
    48.6
    best: 66 (PE_spatial (DETA))
    SOTA
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 3DonCOCO minival
    AP50· 2018-11-21
    66.8
    best: 82.1 (EVA)
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 2D ClassificationonCOCO minival
    AP50· 2018-11-21
    66.8
    best: 82.1 (EVA)
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 2D Object DetectiononCOCO minival
    AP50· 2018-11-21
    66.8
    best: 82.1 (EVA)
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • 16konCOCO minival
    AP50· 2018-11-21
    66.8
    best: 82.1 (EVA)
    Rethinking ImageNet Pre-trainingarXiv:1811.08883

Computer Vision3 results

  • Object DetectiononCOCO minival
    AP75· 2018-11-21
    52.9
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • Object DetectiononCOCO minival
    box AP· 2018-11-21
    48.6
    best: 66 (PE_spatial (DETA))
    SOTA
    Rethinking ImageNet Pre-trainingarXiv:1811.08883
  • Object DetectiononCOCO minival
    AP50· 2018-11-21
    66.8
    best: 82.1 (EVA)
    Rethinking ImageNet Pre-trainingarXiv:1811.08883