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Models/BiGAN

BiGAN

Reported on 6 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.

Computer Vision2 results

Image-to-Image TranslationonCityscapes Labels-to-Photo
Class IOU· 2016-06-02
0.02
best: 0.18 (pix2pix)
SOTA
Adversarially Learned Inference arXiv:1606.00704
Image-to-Image TranslationonCityscapes Photo-to-Labels
Class IOU· 2016-06-02
0.07
best: 0.32 (pix2pix)
SOTA
Adversarially Learned Inference arXiv:1606.00704

Medical2 results

Image GenerationonCityscapes Labels-to-Photo
Class IOU· 2016-06-02
0.02
best: 0.18 (pix2pix)
SOTA
Adversarially Learned Inference arXiv:1606.00704
Image GenerationonCityscapes Photo-to-Labels
Class IOU· 2016-06-02
0.07
best: 0.32 (pix2pix)
SOTA
Adversarially Learned Inference arXiv:1606.00704

Miscellaneous2 results

1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
Class IOU· 2016-06-02
0.02
best: 0.18 (pix2pix)
SOTA
Adversarially Learned Inference arXiv:1606.00704
1 Image, 2*2 StitchingonCityscapes Photo-to-Labels
Class IOU· 2016-06-02
0.07
best: 0.32 (pix2pix)
SOTA
Adversarially Learned Inference arXiv:1606.00704