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Models/FoveaBox (ResNet-101-FPN, 600x600)

FoveaBox (ResNet-101-FPN, 600x600)

Reported on 30 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.

Methodology24 results

  • 3DonCOCO minival
    AP50· 2019-04-08
    57.8
    best: 82.1 (EVA)
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 3DonCOCO minival
    AP75· 2019-04-08
    40.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 3DonCOCO minival
    APL· 2019-04-08
    52.7
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 3DonCOCO minival
    APM· 2019-04-08
    42.2
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 3DonCOCO minival
    APS· 2019-04-08
    19.5
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 3DonCOCO minival
    box AP· 2019-04-08
    38
    best: 66 (PE_spatial (DETA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D ClassificationonCOCO minival
    AP50· 2019-04-08
    57.8
    best: 82.1 (EVA)
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D ClassificationonCOCO minival
    AP75· 2019-04-08
    40.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D ClassificationonCOCO minival
    APL· 2019-04-08
    52.7
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D ClassificationonCOCO minival
    APM· 2019-04-08
    42.2
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D ClassificationonCOCO minival
    APS· 2019-04-08
    19.5
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D ClassificationonCOCO minival
    box AP· 2019-04-08
    38
    best: 66 (PE_spatial (DETA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D Object DetectiononCOCO minival
    AP50· 2019-04-08
    57.8
    best: 82.1 (EVA)
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D Object DetectiononCOCO minival
    AP75· 2019-04-08
    40.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D Object DetectiononCOCO minival
    APL· 2019-04-08
    52.7
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D Object DetectiononCOCO minival
    APM· 2019-04-08
    42.2
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D Object DetectiononCOCO minival
    APS· 2019-04-08
    19.5
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 2D Object DetectiononCOCO minival
    box AP· 2019-04-08
    38
    best: 66 (PE_spatial (DETA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 16konCOCO minival
    AP50· 2019-04-08
    57.8
    best: 82.1 (EVA)
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 16konCOCO minival
    AP75· 2019-04-08
    40.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 16konCOCO minival
    APL· 2019-04-08
    52.7
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 16konCOCO minival
    APM· 2019-04-08
    42.2
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 16konCOCO minival
    APS· 2019-04-08
    19.5
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • 16konCOCO minival
    box AP· 2019-04-08
    38
    best: 66 (PE_spatial (DETA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797

Computer Vision6 results

  • Object DetectiononCOCO minival
    AP50· 2019-04-08
    57.8
    best: 82.1 (EVA)
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • Object DetectiononCOCO minival
    AP75· 2019-04-08
    40.2
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • Object DetectiononCOCO minival
    APL· 2019-04-08
    52.7
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • Object DetectiononCOCO minival
    APM· 2019-04-08
    42.2
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • Object DetectiononCOCO minival
    APS· 2019-04-08
    19.5
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797
  • Object DetectiononCOCO minival
    box AP· 2019-04-08
    38
    best: 66 (PE_spatial (DETA))
    FoveaBox: Beyond Anchor-based Object DetectorarXiv:1904.03797