TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/GraPix + AUT

GraPix + AUT

Reported on 9 benchmarks across 3 tasks

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

Medical3 results

  • Semantic SegmentationonSUIM
    Pixel Accuracy
    65.48
    best: 69.98 (DatUS (ViT-B/8) + OC)
  • Semantic SegmentationonSUIM
    mIoU
    30.78
    best: 34.02 (DatUS (ViT-B/8) + OC)
  • Semantic SegmentationonCityscapes test
    mIoU
    14.54
    best: 67.3 (EDANet)

Computer Vision3 results

  • Unsupervised Semantic SegmentationonSUIM
    Pixel Accuracy
    65.48
    best: 69.98 (DatUS (ViT-B/8) + OC)
  • Unsupervised Semantic SegmentationonSUIM
    mIoU
    30.78
    best: 34.02 (DatUS (ViT-B/8) + OC)
  • Unsupervised Semantic SegmentationonCityscapes test
    mIoU
    14.54
    best: 26.8 (CUPS)

Audio3 results

  • 10-shot image generationonSUIM
    Pixel Accuracy
    65.48
    best: 69.98 (DatUS (ViT-B/8) + OC)
  • 10-shot image generationonSUIM
    mIoU
    30.78
    best: 34.02 (DatUS (ViT-B/8) + OC)
  • 10-shot image generationonCityscapes test
    mIoU
    14.54
    best: 67.3 (EDANet)