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 ⌀ |
|---|---|---|---|---|---|
1 Image, 2*2 Stitching > Image-to-Image Translation | BCI | cycleGAN | https://arxiv.org/abs/2204.11425v2 | SSIM | 0.373 |
1 Image, 2*2 Stitching > Image-to-Image Translation | AFHQ (Cat to Dog) | EGSDE | https://arxiv.org/abs/2207.06635v5 | FID | 51.04 |
1 Image, 2*2 Stitching > Image-to-Image Translation | IXI | ResViT | https://arxiv.org/abs/2106.16031v3 | PSNR | 35.71 ± 1.77 |
1 Image, 2*2 Stitching > Image-to-Image Translation | IXI | pGAN | https://arxiv.org/abs/2106.16031v3 | PSNR | 33.95 ± 1.67 |
1 Image, 2*2 Stitching > Image-to-Image Translation | IXI | SAGAN | https://arxiv.org/abs/2106.16031v3 | PSNR | 33.71 ± 1.61 |
1 Image, 2*2 Stitching > Image-to-Image Translation | IXI | pix2pix | https://arxiv.org/abs/2106.16031v3 | PSNR | 33.62 ± 2.07 |
1 Image, 2*2 Stitching > Image-to-Image Translation | IXI | TransUNet | https://arxiv.org/abs/2106.16031v3 | PSNR | 32.49 ± 1.74 |
1 Image, 2*2 Stitching > Image-to-Image Translation | IXI | A-UNet | https://arxiv.org/abs/2106.16031v3 | PSNR | 32.43 ± 1.74 |
1 Image, 2*2 Stitching > Image-to-Image Translation | IXI | SynDiff | https://arxiv.org/abs/2207.08208v3 | PSNR | 30.42 |
1 Image, 2*2 Stitching > Image-to-Image Translation | horse2zebra | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | Kernel Inception Distance | 7.06 |
1 Image, 2*2 Stitching > Image-to-Image Translation | horse2zebra | CycleGANAS | https://arxiv.org/abs/2311.07162v1 | Frechet Inception Distance | 38.06 |
1 Image, 2*2 Stitching > Image-to-Image Translation | horse2zebra | CycleGANAS | https://arxiv.org/abs/2311.07162v1 | Number of params | 8.751M |
1 Image, 2*2 Stitching > Image-to-Image Translation | horse2zebra | PoL (CycleGAN) | https://arxiv.org/abs/2008.05763v1 | Frechet Inception Distance | 53.0 |
1 Image, 2*2 Stitching > Image-to-Image Translation | horse2zebra | PoL (CycleGAN) | https://arxiv.org/abs/2008.05763v1 | Number of params | 15.9M |
1 Image, 2*2 Stitching > Image-to-Image Translation | horse2zebra | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Frechet Inception Distance | 89.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation | horse2zebra | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Number of params | 28.2M |
1 Image, 2*2 Stitching > Image-to-Image Translation | 2017_test set | hi | http://arxiv.org/abs/1811.09117v1 | 10 way 1~2 shot | 457 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | MIC | https://arxiv.org/abs/2212.01322v2 | mIoU | 75.9 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | HRDA + PiPa | https://arxiv.org/abs/2211.07609v1 | mIoU | 75.6 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | HRDA | https://arxiv.org/abs/2204.13132v2 | mIoU | 73.8 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | DAFormer + PiPa | https://arxiv.org/abs/2211.07609v1 | mIoU | 71.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | SePiCo | https://arxiv.org/abs/2204.08808v2 | mIoU | 70.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | CAMix (w DAFormer) | https://arxiv.org/abs/2108.03557v3 | mIoU | 70.0 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | DAFormer + ProCST | https://arxiv.org/abs/2204.11891v2 | mIoU | 69.4 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | DAFormer | https://arxiv.org/abs/2111.14887v2 | mIoU | 68.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | TransDA-B | https://arxiv.org/abs/2203.07988v1 | mIoU | 63.9 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | DDB | https://arxiv.org/abs/2209.07695v3 | mIoU | 62.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | EHTDI* | https://arxiv.org/abs/2208.06100v1 | mIoU | 62.0 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | CPSL | https://arxiv.org/abs/2203.09744v1 | mIoU | 60.8 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | G2L | https://www.sciencedirect.com/science/article/pii/S1877050922012170 | mIoU | 59.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | ProDA+CRA | https://arxiv.org/abs/2109.06422v2 | mIoU | 58.6 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | ProDA | https://arxiv.org/abs/2101.10979v2 | mIoU | 57.5 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | CAMix (w Deeplabv2 ResNet 101) | https://arxiv.org/abs/2108.03557v3 | mIoU | 55.2 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | CCM | https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/2178_ECCV_2020_paper.php | mIoU | 49.9 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | CBST | http://openaccess.thecvf.com/content_ECCV_2018/html/Yang_Zou_Unsupervised_Domain_Adaptation_ECCV_2018_paper.html | mIoU | 47.0 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | ADVENT | http://arxiv.org/abs/1811.12833v2 | mIoU | 44.8 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | ResNet101 65.1 | http://arxiv.org/abs/1512.03385v1 | mIoU | 41.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | Bidirectional Learning | http://arxiv.org/abs/1904.10620v1 | mIoU | 41.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation | GTAV-to-Cityscapes Labels | VGG16 60.3 | http://arxiv.org/abs/1409.1556v6 | mIoU | 41.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation | LLVIP | pyramidpix2pix | https://arxiv.org/abs/2204.11425v2 | PSNR | 12.191 |
1 Image, 2*2 Stitching > Image-to-Image Translation | LLVIP | pyramidpix2pix | https://arxiv.org/abs/2204.11425v2 | SSIM | 0.278 |
1 Image, 2*2 Stitching > Image-to-Image Translation | LLVIP | cycleGAN | https://arxiv.org/abs/2204.11425v2 | PSNR | 11.22 |
1 Image, 2*2 Stitching > Image-to-Image Translation | LLVIP | cycleGAN | https://arxiv.org/abs/2204.11425v2 | SSIM | 0.214 |
1 Image, 2*2 Stitching > Image-to-Image Translation | LLVIP | pix2pixHD | https://arxiv.org/abs/2204.11425v2 | PSNR | 11.156 |
1 Image, 2*2 Stitching > Image-to-Image Translation | LLVIP | pix2pixHD | https://arxiv.org/abs/2204.11425v2 | SSIM | 0.228 |
1 Image, 2*2 Stitching > Image-to-Image Translation | LLVIP | pix2pix | https://arxiv.org/abs/2108.10831v4 | PSNR | 10.769 |
1 Image, 2*2 Stitching > Image-to-Image Translation | LLVIP | pix2pix | https://arxiv.org/abs/2108.10831v4 | SSIM | 0.1757 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | DP-SIMS (ConvNext-L) | https://arxiv.org/abs/2312.13314v2 | mIoU | 76.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | DP-SIMS (ConvNext-L) | https://arxiv.org/abs/2312.13314v2 | FID | 38.2 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | DP-GAN | https://arxiv.org/abs/2210.04085v1 | mIoU | 73.6 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | DP-GAN | https://arxiv.org/abs/2210.04085v1 | FID | 44.1 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | OASIS | https://arxiv.org/abs/2012.04781v3 | mIoU | 69.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | OASIS | https://arxiv.org/abs/2012.04781v3 | FID | 47.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | OASIS | https://arxiv.org/abs/2012.04781v3 | LPIPS | 0.275 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SPADE + SESAME | https://arxiv.org/abs/2004.04977v2 | Per-pixel Accuracy | 82.5% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SPADE + SESAME | https://arxiv.org/abs/2004.04977v2 | mIoU | 66 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SPADE + SESAME | https://arxiv.org/abs/2004.04977v2 | FID | 54.2 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | Per-pixel Accuracy | 82.3% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | mIoU | 65.5 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | FID | 54.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | LPIPS | 0.073 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SPADE + FFL | https://arxiv.org/abs/2012.12821v3 | Per-pixel Accuracy | 82.5% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SPADE + FFL | https://arxiv.org/abs/2012.12821v3 | mIoU | 64.2 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SPADE + FFL | https://arxiv.org/abs/2012.12821v3 | FID | 59.5 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | mIoU | 63.1 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | FID | 52.1 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | Accuracy | 93.5 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SPADE | https://arxiv.org/abs/1903.07291v2 | Per-pixel Accuracy | 81.9% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SPADE | https://arxiv.org/abs/1903.07291v2 | mIoU | 62.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SPADE | https://arxiv.org/abs/1903.07291v2 | FID | 71.8 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | Per-pixel Accuracy | 81.4% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | mIoU | 58.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | FID | 95 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | mIoU | 58 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | FID | 72.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | Accuracy | 92.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CRN | http://arxiv.org/abs/1707.09405v1 | Per-pixel Accuracy | 77.1% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CRN | http://arxiv.org/abs/1707.09405v1 | mIoU | 52.4 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CRN | http://arxiv.org/abs/1707.09405v1 | FID | 104.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SIMS | http://arxiv.org/abs/1804.10992v1 | Per-pixel Accuracy | 75.5% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SIMS | http://arxiv.org/abs/1804.10992v1 | mIoU | 47.2 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SIMS | http://arxiv.org/abs/1804.10992v1 | FID | 49.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | USIS | https://arxiv.org/abs/2109.14715v1 | mIoU | 44.78 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | USIS | https://arxiv.org/abs/2109.14715v1 | FID | 53.67 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | USIS-Wavelet | https://arxiv.org/abs/2305.09647v1 | mIoU | 42.32 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | USIS-Wavelet | https://arxiv.org/abs/2305.09647v1 | FID | 50.14 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SB-GAN | https://arxiv.org/abs/1911.11357v1 | FID | 60.39 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | pix2pix | http://arxiv.org/abs/1611.07004v3 | Class IOU | 0.18 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | pix2pix | http://arxiv.org/abs/1611.07004v3 | Per-class Accuracy | 25.0 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | pix2pix | http://arxiv.org/abs/1611.07004v3 | Per-pixel Accuracy | 71.0 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | pix2pix | http://arxiv.org/abs/1611.07004v3 | LPIPS | 0 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Class IOU | 0.11 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Per-class Accuracy | 17% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Per-pixel Accuracy | 52% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CoGAN | http://arxiv.org/abs/1606.07536v2 | Class IOU | 0.06 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CoGAN | http://arxiv.org/abs/1606.07536v2 | Per-class Accuracy | 10% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | CoGAN | http://arxiv.org/abs/1606.07536v2 | Per-pixel Accuracy | 40% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SimGAN | http://arxiv.org/abs/1612.07828v2 | Class IOU | 0.04 |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SimGAN | http://arxiv.org/abs/1612.07828v2 | Per-class Accuracy | 10% |
1 Image, 2*2 Stitching > Image-to-Image Translation | Cityscapes Labels-to-Photo | SimGAN | http://arxiv.org/abs/1612.07828v2 | Per-pixel Accuracy | 20% |
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