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 ⌀ |
|---|---|---|---|---|---|
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config A) | https://arxiv.org/abs/2210.10473v2 | ID retrieval | 98.5 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config A) | https://arxiv.org/abs/2210.10473v2 | pose | 14.97 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config A) | https://arxiv.org/abs/2210.10473v2 | exp embedding L2 | 7.07 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config B) | https://arxiv.org/abs/2210.10473v2 | ID retrieval | 97.95 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config B) | https://arxiv.org/abs/2210.10473v2 | pose | 5.86 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config B) | https://arxiv.org/abs/2210.10473v2 | exp embedding L2 | 5.74 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config C) | https://arxiv.org/abs/2210.10473v2 | ID retrieval | 97.65 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config C) | https://arxiv.org/abs/2210.10473v2 | pose | 5.82 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config C) | https://arxiv.org/abs/2210.10473v2 | exp embedding L2 | 4.13 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config D) | https://arxiv.org/abs/2210.10473v2 | ID retrieval | 97.10 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config D) | https://arxiv.org/abs/2210.10473v2 | pose | 5.75 |
10-shot image generation > Face Swapping | AFLW2000-3D | FaceDancer (Config D) | https://arxiv.org/abs/2210.10473v2 | exp embedding L2 | 4.15 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFaceLab | https://arxiv.org/abs/2005.05535v5 | pose | 1.12 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFaceLab | https://arxiv.org/abs/2005.05535v5 | SSIM | 0.73 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFaceLab | https://arxiv.org/abs/2005.05535v5 | perceptual loss | 0.39 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFaceLab | https://arxiv.org/abs/2005.05535v5 | verification | 0.61 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFaceLab | https://arxiv.org/abs/2005.05535v5 | landmarks | 0.73 |
10-shot image generation > Face Swapping | FaceForensics++ | SimSwap-oFM | https://arxiv.org/abs/2106.06340v1 | pose | 1.22 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceDancer (Config C) | https://arxiv.org/abs/2210.10473v2 | ID retrieval | 98.84 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceDancer (Config C) | https://arxiv.org/abs/2210.10473v2 | pose | 2.04 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceDancer (Config C) | https://arxiv.org/abs/2210.10473v2 | exp embedding L2 | 7.97 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceDancer (Config D) | https://arxiv.org/abs/2210.10473v2 | ID retrieval | 98.19 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceDancer (Config D) | https://arxiv.org/abs/2210.10473v2 | pose | 2.15 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceDancer (Config D) | https://arxiv.org/abs/2210.10473v2 | exp embedding L2 | 5.70 |
10-shot image generation > Face Swapping | FaceForensics++ | FIVA | https://arxiv.org/abs/2309.04228v1 | ID retrieval | 99.25 |
10-shot image generation > Face Swapping | FaceForensics++ | FIVA | https://arxiv.org/abs/2309.04228v1 | pose | 2.16 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceDancer (Config B) | https://arxiv.org/abs/2210.10473v2 | ID retrieval | 98.54 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceDancer (Config B) | https://arxiv.org/abs/2210.10473v2 | pose | 2.24 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceDancer (Config B) | https://arxiv.org/abs/2210.10473v2 | exp embedding L2 | 8.52 |
10-shot image generation > Face Swapping | FaceForensics++ | HifiFace | https://arxiv.org/abs/2106.09965v1 | ID retrieval | 98.48 |
10-shot image generation > Face Swapping | FaceForensics++ | HifiFace | https://arxiv.org/abs/2106.09965v1 | pose | 2.63 |
10-shot image generation > Face Swapping | FaceForensics++ | MegaFS | https://arxiv.org/abs/2105.04932v2 | ID retrieval | 90.83 |
10-shot image generation > Face Swapping | FaceForensics++ | MegaFS | https://arxiv.org/abs/2105.04932v2 | pose | 2.64 |
10-shot image generation > Face Swapping | FaceForensics++ | MegaFS | https://arxiv.org/abs/2105.04932v2 | expression | 2.96 |
10-shot image generation > Face Swapping | FaceForensics++ | CihaNet | null | ID retrieval | 80.4 |
10-shot image generation > Face Swapping | FaceForensics++ | CihaNet | null | pose | 3.27 |
10-shot image generation > Face Swapping | FaceForensics++ | CihaNet | null | SSIM | 0.992 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFakes | https://arxiv.org/abs/2005.05535v5 | pose | 4.75 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFakes | https://arxiv.org/abs/2005.05535v5 | SSIM | 0.71 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFakes | https://arxiv.org/abs/2005.05535v5 | perceptual loss | 0.41 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFakes | https://arxiv.org/abs/2005.05535v5 | verification | 0.69 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFakes | https://arxiv.org/abs/2005.05535v5 | landmarks | 1.15 |
10-shot image generation > Face Swapping | FaceForensics++ | Nirkin et al. | https://arxiv.org/abs/2005.05535v5 | pose | 6.01 |
10-shot image generation > Face Swapping | FaceForensics++ | Nirkin et al. | https://arxiv.org/abs/2005.05535v5 | SSIM | 0.65 |
10-shot image generation > Face Swapping | FaceForensics++ | Nirkin et al. | https://arxiv.org/abs/2005.05535v5 | perceptual loss | 0.5 |
10-shot image generation > Face Swapping | FaceForensics++ | Nirkin et al. | https://arxiv.org/abs/2005.05535v5 | verification | 0.66 |
10-shot image generation > Face Swapping | FaceForensics++ | Nirkin et al. | https://arxiv.org/abs/2005.05535v5 | landmarks | 0.35 |
10-shot image generation > Face Swapping | FaceForensics++ | SimSwap-nFM | https://arxiv.org/abs/2106.06340v1 | ID retrieval | 96.57 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceController | https://arxiv.org/abs/2102.11464v1 | FID | 3.51 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceSwap | https://arxiv.org/abs/2102.11464v1 | FID | 3.81 |
10-shot image generation > Face Swapping | FaceForensics++ | FaceShifter | https://arxiv.org/abs/2102.11464v1 | FID | 4.05 |
10-shot image generation > Face Swapping | FaceForensics++ | DeepFake | https://arxiv.org/abs/2102.11464v1 | FID | 4.29 |
10-shot image generation > Face Swapping | FaceForensics++ | FSGAN | https://arxiv.org/abs/2102.11464v1 | FID | 4.35 |
10-shot image generation > Image Deblurring | RealBlur-J | EVSSM | https://arxiv.org/abs/2405.14343v1 | PSNR | 34.15 |
10-shot image generation > Image Deblurring | RealBlur-J | EVSSM | https://arxiv.org/abs/2405.14343v1 | SSIM | 0.945 |
10-shot image generation > Image Deblurring | RealBlur-R(trained on GoPro) | SDWNet | https://arxiv.org/abs/2110.05803v1 | PSNR | 35.85 |
10-shot image generation > Image Deblurring | RealBlur-R | EVSSM | https://arxiv.org/abs/2405.14343v1 | PSNR | 41.04 |
10-shot image generation > Image Deblurring | RealBlur-R | EVSSM | https://arxiv.org/abs/2405.14343v1 | SSIM | 0.977 |
10-shot image generation > Image Deblurring | ImageNet | DDNM | https://arxiv.org/abs/2212.00490v2 | PSNR | 44.93 |
10-shot image generation > Image Deblurring | ImageNet | DDNM | https://arxiv.org/abs/2212.00490v2 | SSIM | 0.994 |
10-shot image generation > Image Deblurring | ImageNet | DDNM | https://arxiv.org/abs/2212.00490v2 | FID | 1.15 |
10-shot image generation > Image Deblurring | ImageNet | DDRM | https://arxiv.org/abs/2212.00490v2 | PSNR | 43.01 |
10-shot image generation > Image Deblurring | ImageNet | DDRM | https://arxiv.org/abs/2212.00490v2 | SSIM | 0.992 |
10-shot image generation > Image Deblurring | ImageNet | DDRM | https://arxiv.org/abs/2212.00490v2 | FID | 1.48 |
10-shot image generation > Image Deblurring | ImageNet | A+y | https://arxiv.org/abs/2212.00490v2 | PSNR | 18.56 |
10-shot image generation > Image Deblurring | ImageNet | A+y | https://arxiv.org/abs/2212.00490v2 | SSIM | 0.6616 |
10-shot image generation > Image Deblurring | ImageNet | A+y | https://arxiv.org/abs/2212.00490v2 | FID | 55.42 |
10-shot image generation > Image Deblurring | Real-world Dataset | EVSSM | https://arxiv.org/abs/2405.14343v1 | PSNR | 48.78 |
10-shot image generation > Image Deblurring | Real-world Dataset | EVSSM | https://arxiv.org/abs/2405.14343v1 | SSIM | 0.9951 |
10-shot image generation > Image Deblurring | CelebA | DDNM | https://arxiv.org/abs/2212.00490v2 | PSNR | 46.72 |
10-shot image generation > Image Deblurring | CelebA | DDNM | https://arxiv.org/abs/2212.00490v2 | SSIM | 0.996 |
10-shot image generation > Image Deblurring | CelebA | DDNM | https://arxiv.org/abs/2212.00490v2 | FID | 1.41 |
10-shot image generation > Image Deblurring | CelebA | DDRM | https://arxiv.org/abs/2212.00490v2 | PSNR | 43.07 |
10-shot image generation > Image Deblurring | CelebA | DDRM | https://arxiv.org/abs/2212.00490v2 | SSIM | 0.993 |
10-shot image generation > Image Deblurring | CelebA | DDRM | https://arxiv.org/abs/2212.00490v2 | FID | 6.24 |
10-shot image generation > Image Deblurring | CelebA | A+y | https://arxiv.org/abs/2212.00490v2 | PSNR | 18.85 |
10-shot image generation > Image Deblurring | CelebA | A+y | https://arxiv.org/abs/2212.00490v2 | SSIM | 0.741 |
10-shot image generation > Image Deblurring | CelebA | A+y | https://arxiv.org/abs/2212.00490v2 | FID | 54.31 |
10-shot image generation > Image Deblurring | HIDE | AdaRevD | https://arxiv.org/abs/2406.09135v1 | SSIM | 0.953 |
10-shot image generation > Image Deblurring | HIDE | AdaRevD | https://arxiv.org/abs/2406.09135v1 | PSNR | 32.35 |
10-shot image generation > Image Deblurring | HIDE | EVSSM | https://arxiv.org/abs/2405.14343v1 | SSIM | 0.9501 |
10-shot image generation > Image Deblurring | HIDE | EVSSM | https://arxiv.org/abs/2405.14343v1 | PSNR | 31.97 |
10-shot image generation > Image Deblurring | HIDE | ALGNet-B | https://arxiv.org/abs/2403.20106v2 | PSNR | 31.68 |
10-shot image generation > Image Deblurring | HIDE | M3SNet | https://arxiv.org/abs/2305.05146v1 | PSNR | 31.49 |
10-shot image generation > Image Deblurring | HIDE | MAXIM-3S | https://arxiv.org/abs/2201.02973v2 | SSIM | 0.956 |
10-shot image generation > Image Deblurring | HIDE (trained on GOPRO) | Hi-IR-L | https://arxiv.org/abs/2411.18588v1 | PSNR | 31.64 |
10-shot image generation > Image Deblurring | HIDE (trained on GOPRO) | M3SNet | https://arxiv.org/abs/2305.05146v1 | PSNR | 31.49 |
10-shot image generation > Image Deblurring | HIDE (trained on GOPRO) | M3SNet | https://arxiv.org/abs/2305.05146v1 | SSIM | 0.951 |
10-shot image generation > Image Deblurring | HIDE (trained on GOPRO) | MHNet | https://arxiv.org/abs/2302.09554v4 | PSNR | 30.71 |
10-shot image generation > Image Deblurring | GoPro | AdaRevD | https://arxiv.org/abs/2406.09135v1 | PSNR | 34.6 |
10-shot image generation > Image Deblurring | GoPro | AdaRevD | https://arxiv.org/abs/2406.09135v1 | SSIM | 0.972 |
10-shot image generation > Image Deblurring | GoPro | EVSSM | https://arxiv.org/abs/2405.14343v1 | PSNR | 34.5 |
10-shot image generation > Image Deblurring | GoPro | EVSSM | https://arxiv.org/abs/2405.14343v1 | SSIM | 0.9712 |
10-shot image generation > Image Deblurring | GoPro | MDT | http://openaccess.thecvf.com//content/CVPR2025/html/Chen_A_Polarization-Aided_Transformer_for_Image_Deblurring_via_Motion_Vector_Decomposition_CVPR_2025_paper.html | PSNR | 34.26 |
10-shot image generation > Image Deblurring | GoPro | fftformer | https://arxiv.org/abs/2211.12250v1 | PSNR | 34.21 |
10-shot image generation > Image Deblurring | GoPro | fftformer | https://arxiv.org/abs/2211.12250v1 | SSIM | 0.969 |
10-shot image generation > Image Deblurring | GoPro | fftformer | https://arxiv.org/abs/2211.12250v1 | Params (M) | 16.6 |
10-shot image generation > Image Deblurring | GoPro | LoFormer | https://arxiv.org/abs/2407.16993v1 | PSNR | 34.09 |
10-shot image generation > Image Deblurring | GoPro | LoFormer | https://arxiv.org/abs/2407.16993v1 | SSIM | 0.969 |
10-shot image generation > Image Deblurring | GoPro | UFPDeblur | http://openaccess.thecvf.com//content/CVPR2023/html/Fang_Self-Supervised_Non-Uniform_Kernel_Estimation_With_Flow-Based_Motion_Prior_for_Blind_CVPR_2023_paper.html | PSNR | 34.06 |
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