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Models/EfficientDet-D7x (single-scale)

EfficientDet-D7x (single-scale)

Reported on 25 benchmarks across 5 tasks · 1 paper · 25 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology20 results

  • 3DonCOCO minival
    AP50· 2019-11-20
    73.4
    best: 82.1 (EVA)
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 3DonCOCO minival
    AP75· 2019-11-20
    59
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 3DonCOCO minival
    APL· 2019-11-20
    67.9
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 3DonCOCO minival
    APM· 2019-11-20
    58
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 3DonCOCO minival
    APS· 2019-11-20
    40
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 2D ClassificationonCOCO minival
    AP50· 2019-11-20
    73.4
    best: 82.1 (EVA)
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 2D ClassificationonCOCO minival
    AP75· 2019-11-20
    59
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 2D ClassificationonCOCO minival
    APL· 2019-11-20
    67.9
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 2D ClassificationonCOCO minival
    APM· 2019-11-20
    58
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 2D ClassificationonCOCO minival
    APS· 2019-11-20
    40
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 2D Object DetectiononCOCO minival
    AP50· 2019-11-20
    73.4
    best: 82.1 (EVA)
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 2D Object DetectiononCOCO minival
    AP75· 2019-11-20
    59
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 2D Object DetectiononCOCO minival
    APL· 2019-11-20
    67.9
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 2D Object DetectiononCOCO minival
    APM· 2019-11-20
    58
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 2D Object DetectiononCOCO minival
    APS· 2019-11-20
    40
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 16konCOCO minival
    AP50· 2019-11-20
    73.4
    best: 82.1 (EVA)
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 16konCOCO minival
    AP75· 2019-11-20
    59
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 16konCOCO minival
    APL· 2019-11-20
    67.9
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 16konCOCO minival
    APM· 2019-11-20
    58
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • 16konCOCO minival
    APS· 2019-11-20
    40
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070

Computer Vision5 results

  • Object DetectiononCOCO minival
    AP50· 2019-11-20
    73.4
    best: 82.1 (EVA)
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • Object DetectiononCOCO minival
    AP75· 2019-11-20
    59
    best: 71.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • Object DetectiononCOCO minival
    APL· 2019-11-20
    67.9
    best: 78.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • Object DetectiononCOCO minival
    APM· 2019-11-20
    58
    best: 68.5 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070
  • Object DetectiononCOCO minival
    APS· 2019-11-20
    40
    best: 50.4 (Focal-Stable-DINO (Focal-Huge, no TTA))
    SOTA
    EfficientDet: Scalable and Efficient Object DetectionarXiv:1911.09070