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Models/RetinaMask (ResNet-101-FPN)

RetinaMask (ResNet-101-FPN)

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· 2019-01-10
    60.2
    best: 82.1 (EVA)
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 3DonCOCO minival
    AP75· 2019-01-10
    44.1
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 3DonCOCO minival
    box AP· 2019-01-10
    41.1
    best: 66 (PE_spatial (DETA))
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 2D ClassificationonCOCO minival
    AP50· 2019-01-10
    60.2
    best: 82.1 (EVA)
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 2D ClassificationonCOCO minival
    AP75· 2019-01-10
    44.1
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 2D ClassificationonCOCO minival
    box AP· 2019-01-10
    41.1
    best: 66 (PE_spatial (DETA))
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 2D Object DetectiononCOCO minival
    AP50· 2019-01-10
    60.2
    best: 82.1 (EVA)
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 2D Object DetectiononCOCO minival
    AP75· 2019-01-10
    44.1
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 2D Object DetectiononCOCO minival
    box AP· 2019-01-10
    41.1
    best: 66 (PE_spatial (DETA))
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 16konCOCO minival
    AP50· 2019-01-10
    60.2
    best: 82.1 (EVA)
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 16konCOCO minival
    AP75· 2019-01-10
    44.1
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • 16konCOCO minival
    box AP· 2019-01-10
    41.1
    best: 66 (PE_spatial (DETA))
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353

Computer Vision3 results

  • Object DetectiononCOCO minival
    AP50· 2019-01-10
    60.2
    best: 82.1 (EVA)
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • Object DetectiononCOCO minival
    AP75· 2019-01-10
    44.1
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353
  • Object DetectiononCOCO minival
    box AP· 2019-01-10
    41.1
    best: 66 (PE_spatial (DETA))
    RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for freearXiv:1901.03353