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 | ADE20K Labels-to-Photos | DP-GAN | https://arxiv.org/abs/2210.04085v1 | FID | 26.1 |
Image-to-Image Translation | ADE20K Labels-to-Photos | SCDM | https://arxiv.org/abs/2402.16506v3 | mIoU | 49.4 |
Image-to-Image Translation | ADE20K Labels-to-Photos | SCDM | https://arxiv.org/abs/2402.16506v3 | FID | 26.9 |
Image-to-Image Translation | ADE20K Labels-to-Photos | SCDM | https://arxiv.org/abs/2402.16506v3 | LPIPS | 0.530 |
Image-to-Image Translation | ADE20K Labels-to-Photos | SPADE + SESAME | https://arxiv.org/abs/2004.04977v2 | mIoU | 49 |
Image-to-Image Translation | ADE20K Labels-to-Photos | SPADE + SESAME | https://arxiv.org/abs/2004.04977v2 | Accuracy | 85.5% |
Image-to-Image Translation | ADE20K Labels-to-Photos | SPADE + SESAME | https://arxiv.org/abs/2004.04977v2 | FID | 31.9 |
Image-to-Image Translation | ADE20K Labels-to-Photos | OASIS | https://arxiv.org/abs/2012.04781v3 | mIoU | 48.8 |
Image-to-Image Translation | ADE20K Labels-to-Photos | OASIS | https://arxiv.org/abs/2012.04781v3 | FID | 28.3 |
Image-to-Image Translation | ADE20K Labels-to-Photos | OASIS | https://arxiv.org/abs/2012.04781v3 | LPIPS | 0.265 |
Image-to-Image Translation | ADE20K Labels-to-Photos | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | mIoU | 44 |
Image-to-Image Translation | ADE20K Labels-to-Photos | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | Accuracy | 83% |
Image-to-Image Translation | ADE20K Labels-to-Photos | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | FID | 32.6 |
Image-to-Image Translation | ADE20K Labels-to-Photos | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | mIoU | 43.7 |
Image-to-Image Translation | ADE20K Labels-to-Photos | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | Accuracy | 82.9% |
Image-to-Image Translation | ADE20K Labels-to-Photos | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | FID | 31.7 |
Image-to-Image Translation | ADE20K Labels-to-Photos | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | LPIPS | 0.098 |
Image-to-Image Translation | ADE20K Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | mIoU | 38.5 |
Image-to-Image Translation | ADE20K Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | Accuracy | 79.9% |
Image-to-Image Translation | ADE20K Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | FID | 33.9 |
Image-to-Image Translation | ADE20K Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | LPIPS | 0 |
Image-to-Image Translation | ADE20K Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | mIoU | 22.4 |
Image-to-Image Translation | ADE20K Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | Accuracy | 68.8% |
Image-to-Image Translation | ADE20K Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | FID | 73.3 |
Image-to-Image Translation | ADE20K Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | mIoU | 20.3 |
Image-to-Image Translation | ADE20K Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | Accuracy | 69.2% |
Image-to-Image Translation | ADE20K Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | FID | 81.8 |
Image-to-Image Translation | ADE20K Labels-to-Photos | USIS | https://arxiv.org/abs/2109.14715v1 | mIoU | 17.38 |
Image-to-Image Translation | ADE20K Labels-to-Photos | USIS | https://arxiv.org/abs/2109.14715v1 | FID | 33.2 |
Image-to-Image Translation | ADE20K Labels-to-Photos | USIS-Wavelet | https://arxiv.org/abs/2305.09647v1 | mIoU | 16.95 |
Image-to-Image Translation | ADE20K Labels-to-Photos | USIS-Wavelet | https://arxiv.org/abs/2305.09647v1 | FID | 34.5 |
Image-to-Image Translation | ADE20K Labels-to-Photos | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | Accuracy | 77.9% |
Image-to-Image Translation | ADE20K Labels-to-Photos | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | FID | 41.5 |
Image-to-Image Translation | ADE20K Labels-to-Photos | CoCosNet | https://arxiv.org/abs/2004.05571v1 | FID | 26.4 |
Image-to-Image Translation | ADE20K Labels-to-Photos | VQGAN+Transformer | https://arxiv.org/abs/2012.09841v3 | FID | 35.5 |
Image-to-Image Translation | ADE20K Labels-to-Photos | INADE | https://arxiv.org/abs/2103.06878v1 | LPIPS | 0.400 |
Image-to-Image Translation | selfie2anime | GNR | https://arxiv.org/abs/2106.06561v1 | DFID | 35.6 |
Image-to-Image Translation | selfie2anime | GNR | https://arxiv.org/abs/2106.06561v1 | FID | 34.4 |
Image-to-Image Translation | selfie2anime | GNR | https://arxiv.org/abs/2106.06561v1 | LPIPS | 0.505 |
Image-to-Image Translation | selfie2anime | CouncilGAN | https://arxiv.org/abs/2106.06561v1 | DFID | 56.2 |
Image-to-Image Translation | selfie2anime | CouncilGAN | https://arxiv.org/abs/2106.06561v1 | FID | 38.1 |
Image-to-Image Translation | selfie2anime | CouncilGAN | https://arxiv.org/abs/2106.06561v1 | LPIPS | 0.43 |
Image-to-Image Translation | selfie2anime | StarGANv2 | https://arxiv.org/abs/2106.06561v1 | DFID | 83.0 |
Image-to-Image Translation | selfie2anime | StarGANv2 | https://arxiv.org/abs/2106.06561v1 | FID | 59.8 |
Image-to-Image Translation | selfie2anime | StarGANv2 | https://arxiv.org/abs/2106.06561v1 | LPIPS | 0.427 |
Image-to-Image Translation | selfie2anime | DRIT++ | https://arxiv.org/abs/2106.06561v1 | DFID | 94.6 |
Image-to-Image Translation | selfie2anime | DRIT++ | https://arxiv.org/abs/2106.06561v1 | FID | 63.8 |
Image-to-Image Translation | selfie2anime | DRIT++ | https://arxiv.org/abs/2106.06561v1 | LPIPS | 0.201 |
Image-to-Image Translation | Object Transfiguration (sheep-to-giraffe) | InstaGAN | http://arxiv.org/abs/1812.10889v2 | classification score | 78.1 |
Image-to-Image Translation | Object Transfiguration (sheep-to-giraffe) | CycleGAN | http://arxiv.org/abs/1812.10889v2 | classification score | 59.4 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | DP-GAN | https://arxiv.org/abs/2210.04085v1 | mIoU | 40.4 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | DP-GAN | https://arxiv.org/abs/2210.04085v1 | FID | 45.8 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | OASIS | https://arxiv.org/abs/2012.04781v3 | mIoU | 40.4 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | OASIS | https://arxiv.org/abs/2012.04781v3 | FID | 48.6 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | mIoU | 30.8 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | Accuracy | 82.9% |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | FID | 63.3 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | mIoU | 17.4 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | Accuracy | 71.6% |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | FID | 97.8 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | mIoU | 16.5 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | Accuracy | 68.6% |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | FID | 99.0 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | SIMS | http://arxiv.org/abs/1804.10992v1 | mIoU | 13.1 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | SIMS | http://arxiv.org/abs/1804.10992v1 | Accuracy | 74.7% |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | SIMS | http://arxiv.org/abs/1804.10992v1 | FID | 67.7 |
Image-to-Image Translation | ADE20K-Outdoor Labels-to-Photos | CoCosNet | https://arxiv.org/abs/2004.05571v1 | FID | 42.4 |
Image-to-Image Translation > Unsupervised Image-To-Image Translation | SVNH-to-MNIST | CyCADA pixel+feat | http://arxiv.org/abs/1711.03213v3 | Classification Accuracy | 90.4% |
Image-to-Image Translation > Unsupervised Image-To-Image Translation | SVNH-to-MNIST | DTN | http://arxiv.org/abs/1611.02200v1 | Classification Accuracy | 84.4% |
Image-to-Image Translation > Unsupervised Image-To-Image Translation | SVNH-to-MNIST | ADDA | http://arxiv.org/abs/1702.05464v1 | Classification Accuracy | 76.0% |
Image-to-Image Translation > Unsupervised Image-To-Image Translation | SVNH-to-MNIST | DANN | http://arxiv.org/abs/1409.7495v2 | Classification Accuracy | 73.6% |
Image-to-Image Translation > Unsupervised Image-To-Image Translation | Freiburg Forest Dataset | In2I | http://arxiv.org/abs/1711.09334v1 | PSNR | 21.65 |
Image-to-Image Translation > Unsupervised Image-To-Image Translation | Freiburg Forest Dataset | cycGAN | https://arxiv.org/abs/1703.10593v7 | PSNR | 18.57 |
Image-to-Image Translation > Unsupervised Image-To-Image Translation | Freiburg Forest Dataset | UNIT | http://arxiv.org/abs/1703.00848v6 | PSNR | 9.42 |
Image-to-Image Translation > Synthetic-to-Real Translation | Syn2Real-C | DADA | https://arxiv.org/abs/1911.12036v2 | Accuracy | 79.8 |
Image-to-Image Translation > Synthetic-to-Real Translation | Syn2Real-C | ADR | http://arxiv.org/abs/1711.01575v3 | Accuracy | 74.8 |
Image-to-Image Translation > Synthetic-to-Real Translation | Syn2Real-C | GPDA | http://arxiv.org/abs/1902.08727v1 | Accuracy | 73.3 |
Image-to-Image Translation > Synthetic-to-Real Translation | Syn2Real-C | MCD | http://arxiv.org/abs/1712.02560v4 | Accuracy | 71.9 |
Image-to-Image Translation > Synthetic-to-Real Translation | Syn2Real-C | DANN | http://arxiv.org/abs/1505.07818v4 | Accuracy | 57.4 |
Image-to-Image Translation > Synthetic-to-Real Translation | Syn2Real-C | No Adaptation | http://arxiv.org/abs/1512.03385v1 | Accuracy | 52.4 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | DCF | https://arxiv.org/abs/2311.12682v1 | mIoU | 77.7 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | HRDA+MIC | https://arxiv.org/abs/2212.01322v2 | mIoU | 75.9 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | HRDA+PiPa | https://arxiv.org/abs/2211.07609v1 | mIoU | 75.6 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | HRDA + CLUDA | https://arxiv.org/abs/2208.14227v2 | mIoU | 74.4 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | HRDA | https://arxiv.org/abs/2204.13132v2 | mIoU | 73.8 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | DAFormer+PiPa | https://arxiv.org/abs/2211.07609v1 | mIoU | 71.7 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | SePiCo | https://arxiv.org/abs/2204.08808v2 | mIoU | 70.3 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | DAFormer + CLUDA | https://arxiv.org/abs/2208.14227v2 | mIoU | 70.11 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | CAMix (w DAFormer) | https://arxiv.org/abs/2108.03557v3 | mIoU | 70.0 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | DAFormer + ProCST | https://arxiv.org/abs/2204.11891v2 | mIoU | 69.4 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | DAFormer | https://arxiv.org/abs/2111.14887v2 | mIoU | 68.3 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | Sepico + HIAST | https://arxiv.org/abs/2302.06992v1 | mIoU | 64.1 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | TransDA-B | https://arxiv.org/abs/2203.07988v1 | mIoU | 63.9 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | DDB | https://arxiv.org/abs/2209.07695v3 | mIoU | 62.7 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | EHTDI* | https://arxiv.org/abs/2208.06100v1 | mIoU | 62.0 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | BiSMAP | https://arxiv.org/abs/2204.07730v2 | mIoU | 61.2 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | SePiCo - DeepLabv2 | https://arxiv.org/abs/2204.08808v2 | mIoU | 61.0 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | CPSL | https://arxiv.org/abs/2203.09744v1 | mIoU | 60.8 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | G2L | https://www.sciencedirect.com/science/article/pii/S1877050922012170 | mIoU | 59.7 |
Image-to-Image Translation > Synthetic-to-Real Translation | GTAV-to-Cityscapes Labels | CMFormer | https://arxiv.org/abs/2307.00371v5 | mIoU | 59.7 |
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