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 > Cross-View Image-to-Image Translation | Dayton (64×64) - aerial-to-ground | SelectionGAN | http://arxiv.org/abs/1904.06807v2 | SSIM | 0.6865 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | CVACT | Sat2Density | https://arxiv.org/abs/2303.14672v2 | LPIPS | 0.3842 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Ego2Top | SelectionGAN | http://arxiv.org/abs/1904.06807v2 | SSIM | 0.6024 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Ego2Top | X-Fork | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.2740 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Ego2Top | X-Seq | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.2738 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Ego2Top | Pix2pix | http://arxiv.org/abs/1611.07004v3 | SSIM | 0.2213 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > 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 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | X-Seq | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.5031 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | X-Fork | http://arxiv.org/abs/1803.03396v2 | SSIM | 0.4963 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | Pix2pix | http://arxiv.org/abs/1611.07004v3 | SSIM | 0.418 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | SSIM | 0.3357 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | KL | 5.17 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | PSNR | 22.0273 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | SD | 17.6542 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | VTGAN | https://arxiv.org/abs/2104.06757v3 | FID | 17.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | VTGAN | https://arxiv.org/abs/2104.06757v3 | Kernel Inception Distance | 0.00053 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio w/o Perceptual Loss | https://arxiv.org/abs/2007.09191v1 | FID | 20.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio w/o Perceptual Loss | https://arxiv.org/abs/2007.09191v1 | Kernel Inception Distance | 0.00392 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | FID | 24.5 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | Kernel Inception Distance | 0.00131 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio | https://arxiv.org/abs/2007.09191v1 | FID | 24.6 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio | https://arxiv.org/abs/2007.09191v1 | Kernel Inception Distance | 0.00087 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | StarGAN-v2 | https://arxiv.org/abs/1912.01865v2 | FID | 27.7 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | StarGAN-v2 | https://arxiv.org/abs/1912.01865v2 | Kernel Inception Distance | 0.00118 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Fundus2Angio | https://arxiv.org/abs/2005.05267v2 | FID | 30.3 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Fundus2Angio | https://arxiv.org/abs/2005.05267v2 | Kernel Inception Distance | 0.00184 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | FID | 42.8 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | Kernel Inception Distance | 0.00258 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio w/o Perceptual Loss + Feature Matching Loss | https://arxiv.org/abs/2007.09191v1 | FID | 47.5 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio w/o Perceptual Loss + Feature Matching Loss | https://arxiv.org/abs/2007.09191v1 | Kernel Inception Distance | 0.00595 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | pix2pix | http://arxiv.org/abs/1611.07004v3 | FID | 48.6 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Facial Makeup Transfer | CPM-Synt-1 | CPM | https://arxiv.org/abs/2104.01867v1 | mIOU | 0.788 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Facial Makeup Transfer | CPM-Synt-2 | CPM | https://arxiv.org/abs/2104.01867v1 | MS-SSIM | 0.977 |
1 Image, 2*2 Stitching > Image-to-Image Translation > Virtual Try-Off | VITON-HD | TryOffDiff | https://arxiv.org/abs/2411.18350v1 | DISTS | 0.230 |
Source-Free Domain Adaptation | PACS | SPM | https://arxiv.org/abs/2505.24216v1 | Average Accuracy | 86.7 |
Source-Free Domain Adaptation | PACS | DRA | https://arxiv.org/abs/2504.13077v1 | Average Accuracy | 84.0 |
Source-Free Domain Adaptation | PACS | NEL | https://openaccess.thecvf.com/content/WACV2022/html/Ahmed_Cleaning_Noisy_Labels_by_Negative_Ensemble_Learning_for_Source-Free_Unsupervised_WACV_2022_paper.html | Average Accuracy | 72.4 |
Source-Free Domain Adaptation | SYNTHIA-to-Cityscapes | STPL | https://arxiv.org/abs/2303.14361v1 | mIoU | 51.8 |
Source-Free Domain Adaptation | Cityscapes to Dark Zurich | CMA | https://arxiv.org/abs/2303.05194v3 | mIoU | 53.6 |
Source-Free Domain Adaptation | VisDA-2017 | RCL | https://arxiv.org/abs/2405.18376v1 | Accuracy | 93.2 |
Source-Free Domain Adaptation | VisDA-2017 | SFDA2++ | https://arxiv.org/abs/2403.10834v1 | Accuracy | 89.6 |
Source-Free Domain Adaptation | VisDA-2017 | SPM | https://arxiv.org/abs/2505.24216v1 | Accuracy | 89.4 |
Source-Free Domain Adaptation | VisDA-2017 | SFDA2 | https://arxiv.org/abs/2403.10834v1 | Accuracy | 88.1 |
Source-Free Domain Adaptation | VisDA-2017 | C-SFDA | https://arxiv.org/abs/2303.17132v1 | Accuracy | 87.8 |
Source-Free Domain Adaptation | VisDA-2017 | DaC | https://arxiv.org/abs/2211.06612v1 | Accuracy | 87.3 |
Source-Free Domain Adaptation | VisDA-2017 | SHOT++ | https://arxiv.org/abs/2012.07297v3 | Accuracy | 87.3 |
Source-Free Domain Adaptation | VisDA-2017 | NRC | https://arxiv.org/abs/2110.04202v3 | Accuracy | 85.9 |
Source-Free Domain Adaptation | VisDA-2017 | G-SFDA | https://arxiv.org/abs/2108.01614v2 | Accuracy | 85.4 |
Source-Free Domain Adaptation | VisDA-2017 | SHOT | https://arxiv.org/abs/2002.08546v6 | Accuracy | 82.9 |
Source-Free Domain Adaptation | VIPER-to-Cityscapes | STPL | https://arxiv.org/abs/2303.14361v1 | mIoU | 52.5 |
Source-Free Domain Adaptation | Cityscapes to ACDC | CMA | https://arxiv.org/abs/2303.05194v3 | mIoU | 69.1 |
Source-Free Domain Adaptation | Cityscapes to ACDC | CMFormer | https://arxiv.org/abs/2307.00371v5 | mIoU | 60.1 |
Source-Free Domain Adaptation | GTA5 to Cityscapes | HALO | https://arxiv.org/abs/2306.11180v5 | mIoU | 73.3 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | GT | https://arxiv.org/abs/2504.15404v1 | AP50 | 50.8 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | SF-UT | https://arxiv.org/abs/2407.07586v1 | AP50 | 45.0 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | LPLD | https://arxiv.org/abs/2407.13524v1 | AP50 | 40.9 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | PETS | https://arxiv.org/abs/2311.13930v1 | AP50 | 40.3 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | DACA | https://arxiv.org/abs/2402.06213v1 | AP50 | 39.9 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | HCL | https://arxiv.org/abs/2110.03374v6 | AP50 | 39.7 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | LPU | https://arxiv.org/abs/2310.12705v1 | AP50 | 38.8 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | IRG | https://arxiv.org/abs/2203.15793v4 | AP50 | 37.1 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | LODS | http://openaccess.thecvf.com//content/CVPR2022/html/Li_Source-Free_Object_Detection_by_Learning_To_Overlook_Domain_Style_CVPR_2022_paper.html | AP50 | 35.8 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | AASFOD | https://arxiv.org/abs/2301.04265v1 | AP50 | 35.4 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | MT | http://arxiv.org/abs/1703.01780v6 | AP50 | 34.3 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | SFOD-Mosaic | https://arxiv.org/abs/2012.05400v1 | AP50 | 33.5 |
Source-Free Domain Adaptation > Source Free Object Detection | Cityscapes to Foggy Cityscapes | SFOD | https://arxiv.org/abs/2012.05400v1 | AP50 | 30.6 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | GT | https://arxiv.org/abs/2504.15404v1 | R@0.05 | 0.06 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | GT | https://arxiv.org/abs/2504.15404v1 | R@0.3 | 0.45 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | GT | https://arxiv.org/abs/2504.15404v1 | R@0.5 | 0.65 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | GT | https://arxiv.org/abs/2504.15404v1 | R@1.0 | 0.92 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | GT | https://arxiv.org/abs/2504.15404v1 | AUC | 0.589 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | GT | https://arxiv.org/abs/2504.15404v1 | F1-score | 0.758 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | IRG | https://arxiv.org/abs/2003.00707v2 | R@0.05 | 0.05 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | IRG | https://arxiv.org/abs/2003.00707v2 | R@0.3 | 0.05 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | IRG | https://arxiv.org/abs/2003.00707v2 | R@0.5 | 0.07 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | IRG | https://arxiv.org/abs/2003.00707v2 | R@1.0 | 0.09 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | IRG | https://arxiv.org/abs/2003.00707v2 | AUC | 0.110 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | IRG | https://arxiv.org/abs/2003.00707v2 | F1-score | 0.120 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | Mexforer | https://arxiv.org/abs/2107.12636v4 | R@0.05 | 0.02 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | Mexforer | https://arxiv.org/abs/2107.12636v4 | R@0.3 | 0.03 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | Mexforer | https://arxiv.org/abs/2107.12636v4 | R@0.5 | 0.03 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | Mexforer | https://arxiv.org/abs/2107.12636v4 | R@1.0 | 0.03 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | Mexforer | https://arxiv.org/abs/2107.12636v4 | AUC | 0.060 |
Source-Free Domain Adaptation > Source Free Object Detection | InBreast | Mexforer | https://arxiv.org/abs/2107.12636v4 | F1-score | 0.090 |
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