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Models/InternImage-H (M3I Pre-training)

InternImage-H (M3I Pre-training)

Reported on 12 benchmarks across 7 tasks · 1 paper · 5 SOTA

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

Methodology8 results

  • 3DonCOCO test-dev
    box mAP· 2022-11-10
    65.5
    best: 66 (Co-DETR)
    SOTA
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778
  • 2D ClassificationonCOCO test-dev
    box mAP· 2022-11-10
    65.5
    best: 66 (Co-DETR)
    SOTA
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778
  • 2D Object DetectiononCOCO test-dev
    box mAP· 2022-11-10
    65.5
    best: 66 (Co-DETR)
    SOTA
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778
  • 16konCOCO test-dev
    box mAP· 2022-11-10
    65.5
    best: 66 (Co-DETR)
    SOTA
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778
  • 3DonCOCO test-dev
    Params (M)· 2022-11-10
    2180
    best: 3000 (SwinV2-G (HTC++))
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778
  • 2D ClassificationonCOCO test-dev
    Params (M)· 2022-11-10
    2180
    best: 3000 (SwinV2-G (HTC++))
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778
  • 2D Object DetectiononCOCO test-dev
    Params (M)· 2022-11-10
    2180
    best: 3000 (SwinV2-G (HTC++))
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778
  • 16konCOCO test-dev
    Params (M)· 2022-11-10
    2180
    best: 3000 (SwinV2-G (HTC++))
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778

Computer Vision2 results

  • Object DetectiononCOCO test-dev
    box mAP· 2022-11-10
    65.5
    best: 66 (Co-DETR)
    SOTA
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778
  • Object DetectiononCOCO test-dev
    Params (M)· 2022-11-10
    2180
    best: 3000 (SwinV2-G (HTC++))
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778

Medical1 result

  • Semantic SegmentationonADE20K
    Params (M)· 2022-11-10
    1310
    best: 3000 (FD-SwinV2-G)
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778

Audio1 result

  • 10-shot image generationonADE20K
    Params (M)· 2022-11-10
    1310
    best: 3000 (FD-SwinV2-G)
    InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsarXiv:2211.05778