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Models/GroupViT (RedCaps)

GroupViT (RedCaps)

Reported on 12 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Medical4 results

  • Semantic SegmentationonCOCO-Object
    mIoU· 2022-02-22
    27.5
    best: 49.4 (CorrCLIP)
    SOTA
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094
  • Semantic SegmentationonPascalVOC-20
    mIoU· 2022-02-22
    79.7
    best: 91.8 (CorrCLIP)
    SOTA
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094
  • Semantic SegmentationonADE20K
    Mean IoU (val)· 2022-02-22
    9.2
    best: 30.7 (CorrCLIP)
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094
  • Semantic SegmentationonPASCAL Context-59
    mIoU· 2022-02-22
    23.4
    best: 50.8 (CorrCLIP)
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094

Computer Vision4 results

  • Unsupervised Semantic SegmentationonCOCO-Object
    mIoU· 2022-02-22
    27.5
    best: 49.4 (CorrCLIP)
    SOTA
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094
  • Unsupervised Semantic SegmentationonPascalVOC-20
    mIoU· 2022-02-22
    79.7
    best: 91.8 (CorrCLIP)
    SOTA
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094
  • Unsupervised Semantic SegmentationonADE20K
    Mean IoU (val)· 2022-02-22
    9.2
    best: 30.7 (CorrCLIP)
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094
  • Unsupervised Semantic SegmentationonPASCAL Context-59
    mIoU· 2022-02-22
    23.4
    best: 50.8 (CorrCLIP)
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094

Audio4 results

  • 10-shot image generationonCOCO-Object
    mIoU· 2022-02-22
    27.5
    best: 49.4 (CorrCLIP)
    SOTA
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094
  • 10-shot image generationonPascalVOC-20
    mIoU· 2022-02-22
    79.7
    best: 91.8 (CorrCLIP)
    SOTA
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094
  • 10-shot image generationonADE20K
    Mean IoU (val)· 2022-02-22
    9.2
    best: 30.7 (CorrCLIP)
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094
  • 10-shot image generationonPASCAL Context-59
    mIoU· 2022-02-22
    23.4
    best: 50.8 (CorrCLIP)
    GroupViT: Semantic Segmentation Emerges from Text SupervisionarXiv:2202.11094