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Reported on 18 benchmarks across 3 tasks · 2 papers · 12 SOTA

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

Computer Vision6 results

Image-to-Image TranslationonDayton (256×256) - ground-to-aerial
SSIM· 2018-08-14
0.2763
best: 0.3284 (SelectionGAN)
SOTA
Cross-view image synthesis using geometry-guided conditional GANs arXiv:1808.05469
Image-to-Image TranslationonDayton (64x64) - ground-to-aerial
SSIM· 2018-03-09
0.3682
best: 0.5118 (SelectionGAN)
SOTA
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
Image-to-Image Translationoncvusa
SSIM· 2018-03-09
0.4356
best: 0.5366 (UniGAN)
SOTA
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
Image-to-Image TranslationonEgo2Top
SSIM· 2018-03-09
0.274
best: 0.6024 (SelectionGAN)
SOTA
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
Image-to-Image TranslationonDayton (64×64) - aerial-to-ground
SSIM· 2018-03-09
0.4921
best: 0.6865 (SelectionGAN)
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
Image-to-Image TranslationonDayton (256×256) - aerial-to-ground
SSIM· 2018-03-09
0.4963
best: 0.5938 (SelectionGAN)
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396

Medical6 results

Image GenerationonDayton (256×256) - ground-to-aerial
SSIM· 2018-08-14
0.2763
best: 0.3284 (SelectionGAN)
SOTA
Cross-view image synthesis using geometry-guided conditional GANs arXiv:1808.05469
Image GenerationonDayton (64x64) - ground-to-aerial
SSIM· 2018-03-09
0.3682
best: 0.5118 (SelectionGAN)
SOTA
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
Image Generationoncvusa
SSIM· 2018-03-09
0.4356
best: 0.5366 (UniGAN)
SOTA
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
Image GenerationonEgo2Top
SSIM· 2018-03-09
0.274
best: 0.6024 (SelectionGAN)
SOTA
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
Image GenerationonDayton (64×64) - aerial-to-ground
SSIM· 2018-03-09
0.4921
best: 0.6865 (SelectionGAN)
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
Image GenerationonDayton (256×256) - aerial-to-ground
SSIM· 2018-03-09
0.4963
best: 0.5938 (SelectionGAN)
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396

Miscellaneous6 results

1 Image, 2*2 StitchingonDayton (256×256) - ground-to-aerial
SSIM· 2018-08-14
0.2763
best: 0.3284 (SelectionGAN)
SOTA
Cross-view image synthesis using geometry-guided conditional GANs arXiv:1808.05469
1 Image, 2*2 StitchingonDayton (64x64) - ground-to-aerial
SSIM· 2018-03-09
0.3682
best: 0.5118 (SelectionGAN)
SOTA
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
1 Image, 2*2 Stitchingoncvusa
SSIM· 2018-03-09
0.4356
best: 0.5366 (UniGAN)
SOTA
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
1 Image, 2*2 StitchingonEgo2Top
SSIM· 2018-03-09
0.274
best: 0.6024 (SelectionGAN)
SOTA
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
1 Image, 2*2 StitchingonDayton (64×64) - aerial-to-ground
SSIM· 2018-03-09
0.4921
best: 0.6865 (SelectionGAN)
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396
1 Image, 2*2 StitchingonDayton (256×256) - aerial-to-ground
SSIM· 2018-03-09
0.4963
best: 0.5938 (SelectionGAN)
Cross-View Image Synthesis using Conditional GANs arXiv:1803.03396