task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | DACS(ResNet-101) | https://arxiv.org/abs/2007.08702v2 | MIoU (16 classes) | 48.34 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | Coarse-to-Fine(ResNet-101) | https://arxiv.org/abs/2103.13041v1 | MIoU (13 classes) | 55.5 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | Coarse-to-Fine(ResNet-101) | https://arxiv.org/abs/2103.13041v1 | MIoU (16 classes) | 48.2 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | MRNet+Rectifying Label(ResNet-101) | https://arxiv.org/abs/2003.03773v3 | MIoU (13 classes) | 54.9 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | MRNet+Rectifying Label(ResNet-101) | https://arxiv.org/abs/2003.03773v3 | MIoU (16 classes) | 47.9 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | PLCA (ResNet-101) | https://arxiv.org/abs/2011.00147v1 | MIoU (13 classes) | 54.0 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | PLCA (ResNet-101) | https://arxiv.org/abs/2011.00147v1 | MIoU (16 classes) | 46.8 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | ITEN | https://arxiv.org/abs/2107.06235v1 | MIoU (16 classes) | 46.45 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | PixMatch(ResNet-101) | https://arxiv.org/abs/2105.08128v1 | MIoU (13 classes) | 54.5 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | PixMatch(ResNet-101) | https://arxiv.org/abs/2105.08128v1 | MIoU (16 classes) | 46.1 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | MRNet + Adaboost (ResNet-101) | https://arxiv.org/abs/2103.15685v3 | MIoU (13 classes) | 52.9 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | MRNet + Adaboost (ResNet-101) | https://arxiv.org/abs/2103.15685v3 | MIoU (16 classes) | 45.9 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | FADA(ResNet-101) | https://arxiv.org/abs/2007.09222v1 | MIoU (13 classes) | 52.5 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | FADA(ResNet-101) | https://arxiv.org/abs/2007.09222v1 | MIoU (16 classes) | 45.2 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | MetaCorrection(ResNet-101) | https://arxiv.org/abs/2103.05254v1 | MIoU (13 classes) | 52.5 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | MetaCorrection(ResNet-101) | https://arxiv.org/abs/2103.05254v1 | MIoU (16 classes) | 45.1 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | CAG-UDA | https://arxiv.org/abs/1910.13049v2 | MIoU (13 classes) | 52.6 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | CAG-UDA | https://arxiv.org/abs/1910.13049v2 | MIoU (16 classes) | 44.5 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | CAMix (w DAFormer) | https://arxiv.org/abs/2108.03557v3 | MIoU (13 classes) | 69.2 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | CAMix (ResNet 101) | https://arxiv.org/abs/2108.03557v3 | MIoU (13 classes) | 59.7 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | MRNet(ResNet-101) | https://arxiv.org/abs/1912.11164v3 | MIoU (13 classes) | 53.8 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | CLAN | http://arxiv.org/abs/1809.09478v3 | MIoU (13 classes) | 47.8 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes | AdaptSegNet(Multi-level) | https://arxiv.org/abs/1802.10349v3 | MIoU (13 classes) | 46.7 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes Labels | ELDA | https://arxiv.org/abs/2211.08888v1 | mIOU | 55.2 |
Image-to-Image Translation > Synthetic-to-Real Translation | SYNTHIA-to-Cityscapes Labels | CMFormer | https://arxiv.org/abs/2307.00371v5 | mIOU | 44.6 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | EPFL NIR-VIS | In2I | http://arxiv.org/abs/1711.09334v1 | PSNR | 23.11 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | EPFL NIR-VIS | cycGAN | https://arxiv.org/abs/1703.10593v7 | PSNR | 17.38 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | EPFL NIR-VIS | UNIT | http://arxiv.org/abs/1703.00848v6 | PSNR | 15.33 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Shoes | MUNIT | http://arxiv.org/abs/1804.04732v2 | Quality | 50.0% |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Shoes | MUNIT | http://arxiv.org/abs/1804.04732v2 | Diversity | 0.109 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Shoes | BicycleGAN | http://arxiv.org/abs/1711.11586v4 | Quality | 56.7% |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Shoes | BicycleGAN | http://arxiv.org/abs/1711.11586v4 | Diversity | 0.104 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Shoes | UNIT | http://arxiv.org/abs/1703.00848v6 | Quality | 37.4% |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Shoes | UNIT | http://arxiv.org/abs/1703.00848v6 | Diversity | 0.011 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Shoes | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Quality | 36.0% |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Shoes | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Diversity | 0.010 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Cats-and-Dogs | MUNIT | http://arxiv.org/abs/1804.04732v2 | CIS | 1.039 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Cats-and-Dogs | MUNIT | http://arxiv.org/abs/1804.04732v2 | IS | 1.050 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Cats-and-Dogs | UNIT | http://arxiv.org/abs/1703.00848v6 | CIS | 0.115 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Cats-and-Dogs | UNIT | http://arxiv.org/abs/1703.00848v6 | IS | 0.826 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Cats-and-Dogs | CycleGAN | https://arxiv.org/abs/1703.10593v7 | CIS | 0.076 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Cats-and-Dogs | CycleGAN | https://arxiv.org/abs/1703.10593v7 | IS | 0.813 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Handbags | MUNIT | http://arxiv.org/abs/1804.04732v2 | Quality | 50.0% |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Handbags | MUNIT | http://arxiv.org/abs/1804.04732v2 | Diversity | 0.175 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Handbags | BicycleGAN | http://arxiv.org/abs/1711.11586v4 | Quality | 51.2% |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Handbags | BicycleGAN | http://arxiv.org/abs/1711.11586v4 | Diversity | 0.140 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Handbags | UNIT | http://arxiv.org/abs/1703.00848v6 | Quality | 37.3% |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Handbags | UNIT | http://arxiv.org/abs/1703.00848v6 | Diversity | 0.023 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Handbags | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Quality | 40.8% |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | Edge-to-Handbags | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Diversity | 0.012 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | CelebA-HQ | StarGAN v2 | https://arxiv.org/abs/1912.01865v2 | FID | 13.73 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | CelebA-HQ | MUNIT | http://arxiv.org/abs/1804.04732v2 | FID | 31.4 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | CelebA-HQ | MSGAN | https://arxiv.org/abs/1903.05628v6 | FID | 33.1 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | CelebA-HQ | DRIT | http://arxiv.org/abs/1808.00948v1 | FID | 52.1 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | AFHQ | StarGAN v2 | https://arxiv.org/abs/1912.01865v2 | FID | 16.2 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | AFHQ | MUNIT | http://arxiv.org/abs/1804.04732v2 | FID | 41.5 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | AFHQ | MSGAN | https://arxiv.org/abs/1903.05628v6 | FID | 61.4 |
Image-to-Image Translation > Multimodal Unsupervised Image-To-Image Translation | AFHQ | DRIT | http://arxiv.org/abs/1808.00948v1 | FID | 95.6 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Cam2BEV | uNetXST | https://arxiv.org/abs/2005.04078v1 | Mean IoU | 71.92 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64x64) - ground-to-aerial | SelectionGAN | http://arxiv.org/abs/1904.06807v2 | SSIM | 0.5118 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64x64) - ground-to-aerial | X-Fork | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.3682 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64x64) - ground-to-aerial | Pix2pix | http://arxiv.org/abs/1611.07004v3 | SSIM | 0.3675 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64x64) - ground-to-aerial | X-Seq | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.3663 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64x64) - ground-to-aerial | UniGAN | https://arxiv.org/abs/1912.06112v2 | LPIPS | 0.4527 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | UniGAN | https://arxiv.org/abs/1912.06112v2 | SSIM | 0.5366 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | UniGAN | https://arxiv.org/abs/1912.06112v2 | KL | 2.6 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | UniGAN | https://arxiv.org/abs/1912.06112v2 | PSNR | 22.8223 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | UniGAN | https://arxiv.org/abs/1912.06112v2 | SD | 19.8276 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | SelectionGAN | http://arxiv.org/abs/1904.06807v2 | SSIM | 0.5323 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | LGGAN | https://arxiv.org/abs/1912.12215v3 | SSIM | 0.5238 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | LGGAN | https://arxiv.org/abs/1912.12215v3 | KL | 2.55 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | LGGAN | https://arxiv.org/abs/1912.12215v3 | PSNR | 22.5766 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | LGGAN | https://arxiv.org/abs/1912.12215v3 | SD | 19.744 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | X-Fork | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.4356 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | X-Seq | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.4231 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | CrossNet | http://arxiv.org/abs/1612.02709v1 | SSIM | 0.4147 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | cvusa | Pix2pix | http://arxiv.org/abs/1611.07004v3 | SSIM | 0.3923 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64×64) - aerial-to-ground | SelectionGAN | http://arxiv.org/abs/1904.06807v2 | SSIM | 0.6865 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64×64) - aerial-to-ground | X-Seq | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.5171 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64×64) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | SSIM | 0.5064 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64×64) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | KL | 2.16 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64×64) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | LPIPS | 0.3817 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64×64) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | PSNR | 23.3632 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64×64) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | SD | 16.4788 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64×64) - aerial-to-ground | X-Fork | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.4921 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (64×64) - aerial-to-ground | Pix2pix | http://arxiv.org/abs/1611.07004v3 | SSIM | 0.4808 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | CVACT | Sat2Density | https://arxiv.org/abs/2303.14672v2 | LPIPS | 0.3842 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Ego2Top | SelectionGAN | http://arxiv.org/abs/1904.06807v2 | SSIM | 0.6024 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Ego2Top | X-Fork | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.2740 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Ego2Top | X-Seq | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.2738 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Ego2Top | Pix2pix | http://arxiv.org/abs/1611.07004v3 | SSIM | 0.2213 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - ground-to-aerial | SelectionGAN | http://arxiv.org/abs/1904.06807v2 | SSIM | 0.3284 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - ground-to-aerial | X-Fork | https://arxiv.org/abs/1808.05469v2 | SSIM | 0.2763 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - ground-to-aerial | X-Seq | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.2725 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - ground-to-aerial | Pix2pix | http://arxiv.org/abs/1611.07004v3 | SSIM | 0.2693 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | SelectionGAN | http://arxiv.org/abs/1904.06807v2 | SSIM | 0.5938 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | LGGAN | https://arxiv.org/abs/1912.12215v3 | SSIM | 0.5457 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | LGGAN | https://arxiv.org/abs/1912.12215v3 | KL | 2.18 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | LGGAN | https://arxiv.org/abs/1912.12215v3 | PSNR | 22.9949 |
Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | LGGAN | https://arxiv.org/abs/1912.12215v3 | SD | 19.6145 |
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