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Models/G2L

G2L

Reported on 18 benchmarks across 7 tasks

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

Medical5 results

  • Image GenerationonGTAV-to-Cityscapes Labels
    mIoU
    59.7
    best: 77.7 (DCF)
  • Image GenerationonGTAV-to-Cityscapes Labels
    mIoU
    59.7
    best: 77.7 (DCF)
  • Image GenerationonSYNTHIA-to-Cityscapes
    MIoU (13 classes)
    64.4
    best: 75.9 (DCF)
  • Image GenerationonSYNTHIA-to-Cityscapes
    MIoU (16 classes)
    56.8
    best: 69.3 (DCF)
  • Semantic SegmentationonGTAV-to-Cityscapes Labels
    mIoU
    59.7
    best: 75.9 (MIC)

Computer Vision4 results

  • Image-to-Image TranslationonGTAV-to-Cityscapes Labels
    mIoU
    59.7
    best: 77.7 (DCF)
  • Image-to-Image TranslationonGTAV-to-Cityscapes Labels
    mIoU
    59.7
    best: 77.7 (DCF)
  • Image-to-Image TranslationonSYNTHIA-to-Cityscapes
    MIoU (13 classes)
    64.4
    best: 75.9 (DCF)
  • Image-to-Image TranslationonSYNTHIA-to-Cityscapes
    MIoU (16 classes)
    56.8
    best: 69.3 (DCF)

Methodology4 results

  • Domain AdaptationonGTA5 to Cityscapes
    mIoU
    59.7
    best: 77.8 (HALO)
  • Domain AdaptationonGTAV-to-Cityscapes Labels
    mIoU
    59.7
    best: 75.9 (MIC)
  • Domain AdaptationonSYNTHIA-to-Cityscapes
    mIoU
    56.8
    best: 78.1 (HALO)
  • Domain AdaptationonSYNTHIA-to-Cityscapes
    mIoU (13 classes)
    64.4
    best: 75.9 (DCF)

Miscellaneous4 results

  • 1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
    mIoU
    59.7
    best: 77.7 (DCF)
  • 1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
    mIoU
    59.7
    best: 77.7 (DCF)
  • 1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
    MIoU (13 classes)
    64.4
    best: 75.9 (DCF)
  • 1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
    MIoU (16 classes)
    56.8
    best: 69.3 (DCF)

Other3 results

  • Unsupervised Domain AdaptationonGTAV-to-Cityscapes Labels
    mIoU
    59.7
    best: 75.9 (MIC)
  • Unsupervised Domain AdaptationonSYNTHIA-to-Cityscapes
    mIoU
    56.8
    best: 69.3 (DCF)
  • Unsupervised Domain AdaptationonSYNTHIA-to-Cityscapes
    mIoU (13 classes)
    64.4
    best: 75.9 (DCF)

Audio1 result

  • 10-shot image generationonGTAV-to-Cityscapes Labels
    mIoU
    59.7
    best: 75.9 (MIC)