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Models/PIIP-H6B (DINO)

PIIP-H6B (DINO)

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 test-dev
    AP50· 2024-06-06
    79
    best: 95 (ViTPose (ViTAE-G, ensemble))
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 3DonCOCO test-dev
    AP75· 2024-06-06
    65.4
    best: 88.2 (ViTPose (ViTAE-G, ensemble))
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 3DonCOCO test-dev
    box mAP· 2024-06-06
    60
    best: 66 (Co-DETR)
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 2D ClassificationonCOCO test-dev
    AP50· 2024-06-06
    79
    best: 82.1 (Plain-DETR (Swin-L))
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 2D ClassificationonCOCO test-dev
    AP75· 2024-06-06
    65.4
    best: 71.7 (EVA)
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 2D ClassificationonCOCO test-dev
    box mAP· 2024-06-06
    60
    best: 66 (Co-DETR)
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 2D Object DetectiononCOCO test-dev
    AP50· 2024-06-06
    79
    best: 82.1 (Plain-DETR (Swin-L))
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 2D Object DetectiononCOCO test-dev
    AP75· 2024-06-06
    65.4
    best: 71.7 (EVA)
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 2D Object DetectiononCOCO test-dev
    box mAP· 2024-06-06
    60
    best: 66 (Co-DETR)
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 16konCOCO test-dev
    AP50· 2024-06-06
    79
    best: 82.1 (Plain-DETR (Swin-L))
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 16konCOCO test-dev
    AP75· 2024-06-06
    65.4
    best: 71.7 (EVA)
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • 16konCOCO test-dev
    box mAP· 2024-06-06
    60
    best: 66 (Co-DETR)
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330

Computer Vision3 results

  • Object DetectiononCOCO test-dev
    AP50· 2024-06-06
    79
    best: 82.1 (Plain-DETR (Swin-L))
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • Object DetectiononCOCO test-dev
    AP75· 2024-06-06
    65.4
    best: 71.7 (EVA)
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330
  • Object DetectiononCOCO test-dev
    box mAP· 2024-06-06
    60
    best: 66 (Co-DETR)
    Parameter-Inverted Image Pyramid NetworksarXiv:2406.04330