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 Manipulation Detection | NIST (OSN-transmitted - Whatsapp) | ForSim | https://arxiv.org/abs/1902.04684v2 | AUC | 0.586 |
Image Manipulation Detection | NIST (OSN-transmitted - Whatsapp) | ForSim | https://arxiv.org/abs/1902.04684v2 | f-Score | 0.137 |
Image Manipulation Detection | NIST (OSN-transmitted - Whatsapp) | ForSim | https://arxiv.org/abs/1902.04684v2 | Intersection over Union | 0.082 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | DF-Net | https://arxiv.org/abs/2503.22398v1 | AUC | 0.883 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | DF-Net | https://arxiv.org/abs/2503.22398v1 | f-Score | 0.760 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | DF-Net | https://arxiv.org/abs/2503.22398v1 | Intersection over Union | 0.681 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | Wu22 | http://openaccess.thecvf.com//content/CVPR2022/html/Wu_Robust_Image_Forgery_Detection_Over_Online_Social_Network_Shared_Images_CVPR_2022_paper.html | AUC | 0.883 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | Wu22 | http://openaccess.thecvf.com//content/CVPR2022/html/Wu_Robust_Image_Forgery_Detection_Over_Online_Social_Network_Shared_Images_CVPR_2022_paper.html | f-Score | 0.714 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | Wu22 | http://openaccess.thecvf.com//content/CVPR2022/html/Wu_Robust_Image_Forgery_Detection_Over_Online_Social_Network_Shared_Images_CVPR_2022_paper.html | Intersection over Union | 0.611 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | ManTra-Net | http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html | AUC | 0.626 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | ManTra-Net | http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html | f-Score | 0.103 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | ManTra-Net | http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html | Intersection over Union | 0.056 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | ForSim | https://arxiv.org/abs/1902.04684v2 | AUC | 0.607 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | ForSim | https://arxiv.org/abs/1902.04684v2 | f-Score | 0.450 |
Image Manipulation Detection | Columbia (OSN-transmitted - Facebook) | ForSim | https://arxiv.org/abs/1902.04684v2 | Intersection over Union | 0.304 |
Image Manipulation Detection | Casia V1+ | Late Fusion | https://arxiv.org/abs/2312.01790v2 | AUC | .930 |
Image Manipulation Detection | Casia V1+ | Late Fusion | https://arxiv.org/abs/2312.01790v2 | Balanced Accuracy | .860 |
Image Manipulation Detection | Casia V1+ | Early Fusion | https://arxiv.org/abs/2312.01790v2 | AUC | .929 |
Image Manipulation Detection | Casia V1+ | Early Fusion | https://arxiv.org/abs/2312.01790v2 | Balanced Accuracy | .845 |
Image Manipulation Detection | Casia V1+ | CAT-Net v2 | https://arxiv.org/abs/2108.12947v2 | AUC | .942 |
Image Manipulation Detection | Casia V1+ | CAT-Net v2 | https://arxiv.org/abs/2108.12947v2 | Balanced Accuracy | .838 |
Image Manipulation Detection | Casia V1+ | TruFor | https://arxiv.org/abs/2212.10957v3 | AUC | .916 |
Image Manipulation Detection | Casia V1+ | TruFor | https://arxiv.org/abs/2212.10957v3 | Balanced Accuracy | .813 |
Image Manipulation Detection | Casia V1+ | MVSS-Net | https://arxiv.org/abs/2104.06832v2 | AUC | .932 |
Image Manipulation Detection | Casia V1+ | MVSS-Net | https://arxiv.org/abs/2104.06832v2 | Balanced Accuracy | .528 |
Image Manipulation Detection | Casia V1+ | ManTraNet | http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html | AUC | .644 |
Image Manipulation Detection | Casia V1+ | ManTraNet | http://openaccess.thecvf.com/content_CVPR_2019/html/Wu_ManTra-Net_Manipulation_Tracing_Network_for_Detection_and_Localization_of_Image_CVPR_2019_paper.html | Balanced Accuracy | .500 |
Image Manipulation Detection | Casia V1+ | CR-CNN | https://arxiv.org/abs/1911.08217v3 | AUC | .670 |
Image Manipulation Detection | Casia V1+ | CR-CNN | https://arxiv.org/abs/1911.08217v3 | Balanced Accuracy | .481 |
Image Manipulation Detection | Casia V1+ | SPAN | https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/3720_ECCV_2020_paper.php | AUC | .480 |
Image Manipulation Detection | Casia V1+ | SPAN | https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/3720_ECCV_2020_paper.php | Balanced Accuracy | .112 |
Image Manipulation Detection | Casia V1+ | DF-Net | https://arxiv.org/abs/2503.22398v1 | AUC | .906 |
Image-to-Image Translation | BRATS | ResViT | https://arxiv.org/abs/2106.16031v3 | PSNR | 26.90 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | DP-SIMS (ConvNext-XL) | https://arxiv.org/abs/2312.13314v2 | FID | 13.3 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | DP-SIMS (ConvNext-L) | https://arxiv.org/abs/2312.13314v2 | FID | 13.6 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SCDM | https://arxiv.org/abs/2402.16506v3 | mIoU | 38.1 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SCDM | https://arxiv.org/abs/2402.16506v3 | FID | 15.3 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SCDM | https://arxiv.org/abs/2402.16506v3 | LPIPS | 0.519 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | PITI | https://arxiv.org/abs/2205.12952v1 | FID | 15.6 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | PoE-GAN | https://arxiv.org/abs/2112.05130v1 | FID | 15.8 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | OASIS | https://arxiv.org/abs/2012.04781v3 | mIoU | 44.1 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | OASIS | https://arxiv.org/abs/2012.04781v3 | FID | 17.0 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | mIoU | 42.1 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | Accuracy | 71.5 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | FID | 19.1 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | mIoU | 41.6 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | Accuracy | 70.7% |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | FID | 19.2 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | VQGAN+Transformer | https://arxiv.org/abs/2012.09841v3 | FID | 22.4 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | mIoU | 37.4 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | Accuracy | 67.9% |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | FID | 22.6 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | USIS | https://arxiv.org/abs/2109.14715v1 | mIoU | 14.06 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | USIS | https://arxiv.org/abs/2109.14715v1 | FID | 27.8 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | USIS-Wavelet | https://arxiv.org/abs/2305.09647v1 | mIoU | 13.4 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | USIS-Wavelet | https://arxiv.org/abs/2305.09647v1 | FID | 28.6 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | mIoU | 21.9 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | Accuracy | 54.1 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | FID | 54.2 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | mIoU | 23.7 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | Accuracy | 40.4% |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | FID | 70.4 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | mIoU | 14.6 |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | Accuracy | 45.8% |
Image-to-Image Translation | COCO-Stuff Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | FID | 111.5 |
Image-to-Image Translation | CelebA-HQ | StarGAN v2 | https://arxiv.org/abs/1912.01865v2 | FID | 13.73 |
Image-to-Image Translation | CelebA-HQ | StarGAN v2 | https://arxiv.org/abs/1912.01865v2 | LPIPS | 0.428 |
Image-to-Image Translation | CelebA-HQ | CoCosNet | https://arxiv.org/abs/2004.05571v1 | FID | 14.3 |
Image-to-Image Translation | CelebA-HQ | PHStarGANv2 n=4 | https://arxiv.org/abs/2205.02087v1 | FID | 16.54 |
Image-to-Image Translation | CelebA-HQ | PHStarGANv2 n=4 | https://arxiv.org/abs/2205.02087v1 | LPIPS | 0.29 |
Image-to-Image Translation | CelebA-HQ | PHStarGANv2 n=3 | https://arxiv.org/abs/2205.02087v1 | FID | 16.63 |
Image-to-Image Translation | CelebA-HQ | PHStarGANv2 n=3 | https://arxiv.org/abs/2205.02087v1 | LPIPS | 0.33 |
Image-to-Image Translation | CelebA-HQ | PonoSPadaIN | https://arxiv.org/abs/2107.11262v1 | FID | 23.8 |
Image-to-Image Translation | CelebA-HQ | EGSDE | https://arxiv.org/abs/2207.06635v5 | FID | 30.61 |
Image-to-Image Translation | dog2cat | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | Kernel Inception Distance | 8.15 |
Image-to-Image Translation | Aerial-to-Map | cGAN | http://arxiv.org/abs/1611.07004v3 | Per-pixel Accuracy | 70.0% |
Image-to-Image Translation | Aerial-to-Map | cGAN | http://arxiv.org/abs/1611.07004v3 | Per-class Accuracy | 46.0% |
Image-to-Image Translation | Aerial-to-Map | cGAN | http://arxiv.org/abs/1611.07004v3 | Class IOU | 0.26 |
Image-to-Image Translation | Aerial-to-Map | DualGAN | http://arxiv.org/abs/1704.02510v4 | Per-pixel Accuracy | 42% |
Image-to-Image Translation | Aerial-to-Map | DualGAN | http://arxiv.org/abs/1704.02510v4 | Per-class Accuracy | 22% |
Image-to-Image Translation | Aerial-to-Map | DualGAN | http://arxiv.org/abs/1704.02510v4 | Class IOU | 0.09 |
Image-to-Image Translation | AFHQ | StarGAN v2 | https://arxiv.org/abs/1912.01865v2 | FID | 24.4 |
Image-to-Image Translation | AFHQ | StarGAN v2 | https://arxiv.org/abs/1912.01865v2 | LPIPS | 0.524 |
Image-to-Image Translation | AFHQ | null | https://arxiv.org/abs/2301.00950v3 | LPIPS | 0.122 |
Image-to-Image Translation | vangogh2photo | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | Kernel Inception Distance | 5.61 |
Image-to-Image Translation | vangogh2photo | PoL (CycleGAN) | https://arxiv.org/abs/2008.05763v1 | Frechet Inception Distance | 134.4 |
Image-to-Image Translation | vangogh2photo | PoL (CycleGAN) | https://arxiv.org/abs/2008.05763v1 | Number of Params | 15.9M |
Image-to-Image Translation | vangogh2photo | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Frechet Inception Distance | 163.4 |
Image-to-Image Translation | vangogh2photo | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Number of Params | 28.2M |
Image-to-Image Translation | Deep-Fashion | INADE | https://arxiv.org/abs/2103.06878v1 | FID | 9.97 |
Image-to-Image Translation | Deep-Fashion | CoCosNet | https://arxiv.org/abs/2004.05571v1 | FID | 14.4 |
Image-to-Image Translation | SYNTHIA Fall-to-Winter | CyCADA | http://arxiv.org/abs/1711.03213v3 | mIoU | 63.3 |
Image-to-Image Translation | SYNTHIA Fall-to-Winter | CyCADA | http://arxiv.org/abs/1711.03213v3 | Per-pixel Accuracy | 92.1% |
Image-to-Image Translation | SYNTHIA Fall-to-Winter | CyCADA | http://arxiv.org/abs/1711.03213v3 | fwIOU | 85.7 |
Image-to-Image Translation | SYNTHIA Fall-to-Winter | FCNs in the wild | http://arxiv.org/abs/1612.02649v1 | mIoU | 59.6 |
Image-to-Image Translation | zebra2horse | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | Kernel Inception Distance | 7.47 |
Image-to-Image Translation | zebra2horse | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Frechet Inception Distance | 110.5 |
Image-to-Image Translation | zebra2horse | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Number of params | 28.2M |
Image-to-Image Translation | zebra2horse | PoL (CycleGAN) | https://arxiv.org/abs/2008.05763v1 | Frechet Inception Distance | 112.3 |
Image-to-Image Translation | zebra2horse | PoL (CycleGAN) | https://arxiv.org/abs/2008.05763v1 | Number of params | 15.9M |
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