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UNIT

Reported on 19 benchmarks across 4 tasks · 1 paper · 19 SOTA

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

Computer Vision7 results

Image-to-Image TranslationonFreiburg Forest Dataset
PSNR· 2017-03-02
9.42
best: 21.65 (In2I)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Image-to-Image TranslationonEPFL NIR-VIS
PSNR· 2017-03-02
15.33
best: 23.11 (In2I)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Image-to-Image TranslationonEdge-to-Shoes
Diversity· 2017-03-02
0.011
best: 0.109 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Image-to-Image TranslationonCats-and-Dogs
CIS· 2017-03-02
0.115
best: 1.039 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Image-to-Image TranslationonCats-and-Dogs
IS· 2017-03-02
0.826
best: 1.05 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Image-to-Image TranslationonEdge-to-Handbags
Diversity· 2017-03-02
0.023
best: 0.175 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Unsupervised Image-To-Image TranslationonFreiburg Forest Dataset
PSNR· 2017-03-02
9.42
best: 21.65 (In2I)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848

Medical6 results

Image GenerationonFreiburg Forest Dataset
PSNR· 2017-03-02
9.42
best: 21.65 (In2I)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Image GenerationonEPFL NIR-VIS
PSNR· 2017-03-02
15.33
best: 23.11 (In2I)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Image GenerationonEdge-to-Shoes
Diversity· 2017-03-02
0.011
best: 0.109 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Image GenerationonCats-and-Dogs
CIS· 2017-03-02
0.115
best: 1.039 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Image GenerationonCats-and-Dogs
IS· 2017-03-02
0.826
best: 1.05 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
Image GenerationonEdge-to-Handbags
Diversity· 2017-03-02
0.023
best: 0.175 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848

Miscellaneous6 results

1 Image, 2*2 StitchingonFreiburg Forest Dataset
PSNR· 2017-03-02
9.42
best: 21.65 (In2I)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
1 Image, 2*2 StitchingonEPFL NIR-VIS
PSNR· 2017-03-02
15.33
best: 23.11 (In2I)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
1 Image, 2*2 StitchingonEdge-to-Shoes
Diversity· 2017-03-02
0.011
best: 0.109 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
1 Image, 2*2 StitchingonCats-and-Dogs
CIS· 2017-03-02
0.115
best: 1.039 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
1 Image, 2*2 StitchingonCats-and-Dogs
IS· 2017-03-02
0.826
best: 1.05 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848
1 Image, 2*2 StitchingonEdge-to-Handbags
Diversity· 2017-03-02
0.023
best: 0.175 (MUNIT)
SOTA
Unsupervised Image-to-Image Translation Networks arXiv:1703.00848