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Models/DenseCLIP

DenseCLIP

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

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

Medical4 results

  • Semantic SegmentationonKITTI-STEP
    mIoU· 2021-12-02
    15.3
    best: 31.9 (ReCo+)
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071
  • Semantic SegmentationonKITTI-STEP
    pixel accuracy· 2021-12-02
    34.1
    best: 75.3 (ReCo+)
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071
  • Semantic SegmentationonCOCO-Stuff-27
    mIoU· 2021-12-02
    19.6
    best: 43.6 (DiffSeg (512))
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071
  • Semantic SegmentationonCOCO-Stuff-27
    pixel accuracy· 2021-12-02
    32.2
    best: 54.1 (ReCo+)
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071

Computer Vision4 results

  • Unsupervised Semantic SegmentationonKITTI-STEP
    mIoU· 2021-12-02
    15.3
    best: 31.9 (ReCo+)
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071
  • Unsupervised Semantic SegmentationonKITTI-STEP
    pixel accuracy· 2021-12-02
    34.1
    best: 75.3 (ReCo+)
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071
  • Unsupervised Semantic SegmentationonCOCO-Stuff-27
    mIoU· 2021-12-02
    19.6
    best: 32.6 (ReCo+)
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071
  • Unsupervised Semantic SegmentationonCOCO-Stuff-27
    pixel accuracy· 2021-12-02
    32.2
    best: 54.1 (ReCo+)
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071

Audio4 results

  • 10-shot image generationonKITTI-STEP
    mIoU· 2021-12-02
    15.3
    best: 31.9 (ReCo+)
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071
  • 10-shot image generationonKITTI-STEP
    pixel accuracy· 2021-12-02
    34.1
    best: 75.3 (ReCo+)
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071
  • 10-shot image generationonCOCO-Stuff-27
    mIoU· 2021-12-02
    19.6
    best: 43.6 (DiffSeg (512))
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071
  • 10-shot image generationonCOCO-Stuff-27
    pixel accuracy· 2021-12-02
    32.2
    best: 54.1 (ReCo+)
    SOTA
    Extract Free Dense Labels from CLIParXiv:2112.01071