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 Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | DSen2-CR | https://www.sciencedirect.com/science/article/pii/S0924271620301398 | SSIM | 0.874 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SAR2OPT | https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-1/5/2018/ | MAE | 0.042 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SAR2OPT | https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-1/5/2018/ | PSNR | 25.87 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SAR2OPT | https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-1/5/2018/ | SAM | 14.788 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SAR2OPT | https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-1/5/2018/ | SSIM | 0.793 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SAR-Opt-cGAN | https://ieeexplore.ieee.org/document/8519215 | MAE | 0.043 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SAR-Opt-cGAN | https://ieeexplore.ieee.org/document/8519215 | PSNR | 25.59 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SAR-Opt-cGAN | https://ieeexplore.ieee.org/document/8519215 | SAM | 15.494 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SAR-Opt-cGAN | https://ieeexplore.ieee.org/document/8519215 | SSIM | 0.764 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | Simulation-Fusion GAN | https://www.mdpi.com/2072-4292/12/1/191 | MAE | 0.045 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | Simulation-Fusion GAN | https://www.mdpi.com/2072-4292/12/1/191 | PSNR | 24.73 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | Simulation-Fusion GAN | https://www.mdpi.com/2072-4292/12/1/191 | SAM | 16.633 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | Simulation-Fusion GAN | https://www.mdpi.com/2072-4292/12/1/191 | SSIM | 0.701 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SpA GAN | https://arxiv.org/abs/2009.13015v2 | MAE | 0.045 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SpA GAN | https://arxiv.org/abs/2009.13015v2 | PSNR | 24.78 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SpA GAN | https://arxiv.org/abs/2009.13015v2 | SAM | 18.085 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | SpA GAN | https://arxiv.org/abs/2009.13015v2 | SSIM | 0.754 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | McGAN | http://arxiv.org/abs/1710.04835v1 | MAE | 0.048 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | McGAN | http://arxiv.org/abs/1710.04835v1 | PSNR | 25.14 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | McGAN | http://arxiv.org/abs/1710.04835v1 | SAM | 15.676 |
Image Generation > Image Inpainting > Cloud Removal | SEN12MS-CR | McGAN | http://arxiv.org/abs/1710.04835v1 | SSIM | 0.744 |
Image Generation > Image Inpainting > Facial Inpainting | WebFace | SymmFCNet (Full) | http://arxiv.org/abs/1812.07741v1 | PSNR | 27.22 |
Image Generation > Image Inpainting > Facial Inpainting | FFHQ | DMFN | https://arxiv.org/abs/2002.02609v2 | LPIPS | 0.0457 |
Image Generation > Image Inpainting > Facial Inpainting | FFHQ | DMFN | https://arxiv.org/abs/2002.02609v2 | PSNR | 26.49 |
Image Generation > Image Inpainting > Facial Inpainting | FFHQ | DMFN | https://arxiv.org/abs/2002.02609v2 | SSIM | 0.8985 |
Image Generation > Image Inpainting > Facial Inpainting | VggFace2 | SymmFCNet (Full) | http://arxiv.org/abs/1812.07741v1 | PSNR | 27.81 |
Image Generation > Image Manipulation | LRS2 | TPS | https://arxiv.org/abs/2109.06151v3 | LPIPS (S1) | 0.12 |
Image Generation > Image Manipulation | LRS2 | TPS | https://arxiv.org/abs/2109.06151v3 | SIFID (S1) | 0.07 |
Image Generation > Image Manipulation | LRS2 | TPS | https://arxiv.org/abs/2109.06151v3 | LPIPS (S2) | 0.21 |
Image Generation > Image Manipulation | LRS2 | TPS | https://arxiv.org/abs/2109.06151v3 | SIFID (S2) | 0.12 |
Image Generation > Image Manipulation | LRS2 | TPS | https://arxiv.org/abs/2109.06151v3 | LPIPS (S3) | 0.1 |
Image Generation > Image Manipulation | LRS2 | TPS | https://arxiv.org/abs/2109.06151v3 | SIFID (S3) | 0.04 |
Image Generation > Image Manipulation | LRS2 | TPS | https://arxiv.org/abs/2109.06151v3 | LPIPS (S4) | 0.22 |
Image Generation > Image Manipulation | LRS2 | TPS | https://arxiv.org/abs/2109.06151v3 | SIFID (S4) | 0.12 |
Image Generation > Image Manipulation | LRS2 | TPS | https://arxiv.org/abs/2109.06151v3 | LPIPS (S5) | 0.14 |
Image Generation > Image Manipulation | LRS2 | TPS | https://arxiv.org/abs/2109.06151v3 | SIFID (S5) | 0.06 |
Image Generation > Image Manipulation | LRS2 | Pix2PixHD-SIA | https://arxiv.org/abs/2109.06151v3 | LPIPS (S1) | 0.44 |
Image Generation > Image Manipulation | LRS2 | Pix2PixHD-SIA | https://arxiv.org/abs/2109.06151v3 | SIFID (S1) | 0.51 |
Image Generation > Image Manipulation | LRS2 | Pix2PixHD-SIA | https://arxiv.org/abs/2109.06151v3 | LPIPS (S2) | 0.47 |
Image Generation > Image Manipulation | LRS2 | Pix2PixHD-SIA | https://arxiv.org/abs/2109.06151v3 | SIFID (S2) | 0.49 |
Image Generation > Image Manipulation | LRS2 | Pix2PixHD-SIA | https://arxiv.org/abs/2109.06151v3 | LPIPS (S3) | 0.41 |
Image Generation > Image Manipulation | LRS2 | Pix2PixHD-SIA | https://arxiv.org/abs/2109.06151v3 | SIFID (S3) | 0.5 |
Image Generation > Image Manipulation | LRS2 | Pix2PixHD-SIA | https://arxiv.org/abs/2109.06151v3 | LPIPS (S4) | 0.53 |
Image Generation > Image Manipulation | LRS2 | Pix2PixHD-SIA | https://arxiv.org/abs/2109.06151v3 | SIFID (S4) | 0.26 |
Image Generation > Image Manipulation | LRS2 | Pix2PixHD-SIA | https://arxiv.org/abs/2109.06151v3 | LPIPS (S5) | 0.46 |
Image Generation > Image Manipulation | LRS2 | Pix2PixHD-SIA | https://arxiv.org/abs/2109.06151v3 | SIFID (S5) | 0.44 |
Image Generation > Conditional Image Generation | Tiny ImageNet | ADC-GAN | https://arxiv.org/abs/2107.10060v5 | FID | 19.02 |
Image Generation > Conditional Image Generation | Tiny ImageNet | ADC-GAN | https://arxiv.org/abs/2107.10060v5 | Intra-FID | 63.05 |
Image Generation > Conditional Image Generation | ImageNet-LT | StyleGAN2 + NoisyTwins | https://arxiv.org/abs/2304.05866v1 | FID | 21.29 |
Image Generation > Conditional Image Generation | ImageNet 256x256 | DiGIT | https://arxiv.org/abs/2410.12490v2 | FID | 3.39 |
Image Generation > Conditional Image Generation | ImageNet 256x256 | DiGIT | https://arxiv.org/abs/2410.12490v2 | Inception score | 205.96 |
Image Generation > Conditional Image Generation | ImageNet 256x256 | ADM-G + EDS + ECT (ED-DPM, classifier_scale=1.0) | https://arxiv.org/abs/2206.11474v5 | FID | 4.09 |
Image Generation > Conditional Image Generation | ImageNet 256x256 | ADM-G + EDS + ECT (ED-DPM, classifier_scale=1.0) | https://arxiv.org/abs/2206.11474v5 | Inception score | 221.57 |
Image Generation > Conditional Image Generation | ImageNet 256x256 | ADM-G | https://arxiv.org/abs/2105.05233v4 | FID | 4.59 |
Image Generation > Conditional Image Generation | ImageNet 256x256 | ADM-G | https://arxiv.org/abs/2105.05233v4 | Inception score | 186.7 |
Image Generation > Conditional Image Generation | ImageNet 256x256 | BigGAN+ [Brock et al.] (chx96) | https://arxiv.org/abs/2109.05070v2 | FID | 8.1 |
Image Generation > Conditional Image Generation | ImageNet 256x256 | BigGAN+ [Brock et al.] (chx96) | https://arxiv.org/abs/2109.05070v2 | Inception score | 144.2 |
Image Generation > Conditional Image Generation | ImageNet 256x256 | IC-GAN (chx96) + DA | https://arxiv.org/abs/2109.05070v2 | FID | 8.2±0.1 |
Image Generation > Conditional Image Generation | ImageNet 256x256 | IC-GAN (chx96) + DA | https://arxiv.org/abs/2109.05070v2 | Inception score | 173.8±0.9 |
Image Generation > Conditional Image Generation | COCO-Animals | U-Net GAN | https://arxiv.org/abs/2002.12655v2 | FID | 13.73 |
Image Generation > Conditional Image Generation | COCO-Animals | U-Net GAN | https://arxiv.org/abs/2002.12655v2 | IS | 12.29 |
Image Generation > Conditional Image Generation | COCO-Animals | BigGAN | https://arxiv.org/abs/2002.12655v2 | FID | 16.37 |
Image Generation > Conditional Image Generation | COCO-Animals | BigGAN | https://arxiv.org/abs/2002.12655v2 | IS | 11.77 |
Image Generation > Conditional Image Generation | CIFAR-10 | EDM-G++ (conditional) | https://arxiv.org/abs/2211.17091v4 | FID | 1.64 |
Image Generation > Conditional Image Generation | CIFAR-10 | DLSM | https://arxiv.org/abs/2203.14206v1 | Inception score | 9.90 |
Image Generation > Conditional Image Generation | CIFAR-10 | DLSM | https://arxiv.org/abs/2203.14206v1 | FID | 2.25 |
Image Generation > Conditional Image Generation | CIFAR-10 | StyleGAN2 + DiffAugment + D2D-CE | https://arxiv.org/abs/2111.01118v1 | Inception score | 10.51 |
Image Generation > Conditional Image Generation | CIFAR-10 | StyleGAN2 + DiffAugment + D2D-CE | https://arxiv.org/abs/2111.01118v1 | FID | 2.26 |
Image Generation > Conditional Image Generation | CIFAR-10 | StyleGAN2-ADA | https://arxiv.org/abs/2006.06676v2 | Inception score | 10.14 |
Image Generation > Conditional Image Generation | CIFAR-10 | StyleGAN2-ADA | https://arxiv.org/abs/2006.06676v2 | FID | 2.42 |
Image Generation > Conditional Image Generation | CIFAR-10 | MIX-MHingeGAN | https://arxiv.org/abs/2007.06418v2 | Inception score | 10.21 |
Image Generation > Conditional Image Generation | CIFAR-10 | MIX-MHingeGAN | https://arxiv.org/abs/2007.06418v2 | FID | 3.6 |
Image Generation > Conditional Image Generation | CIFAR-10 | FQ-GAN | https://arxiv.org/abs/2004.02088v2 | Inception score | 8.50 |
Image Generation > Conditional Image Generation | CIFAR-10 | FQ-GAN | https://arxiv.org/abs/2004.02088v2 | FID | 5.34 |
Image Generation > Conditional Image Generation | CIFAR-10 | ADC-GAN | https://arxiv.org/abs/2107.10060v5 | FID | 5.66 |
Image Generation > Conditional Image Generation | CIFAR-10 | ADC-GAN | https://arxiv.org/abs/2107.10060v5 | Intra-FID | 40.45 |
Image Generation > Conditional Image Generation | CIFAR-10 | aw-BigGAN | https://arxiv.org/abs/2012.03149v2 | Inception score | 9.52 |
Image Generation > Conditional Image Generation | CIFAR-10 | aw-BigGAN | https://arxiv.org/abs/2012.03149v2 | FID | 6.89 |
Image Generation > Conditional Image Generation | CIFAR-10 | MHingeGAN | https://arxiv.org/abs/1912.04216v2 | Inception score | 9.58 |
Image Generation > Conditional Image Generation | CIFAR-10 | MHingeGAN | https://arxiv.org/abs/1912.04216v2 | FID | 7.5 |
Image Generation > Conditional Image Generation | CIFAR-10 | aw-SN-GAN | https://arxiv.org/abs/2012.03149v2 | Inception score | 9 |
Image Generation > Conditional Image Generation | CIFAR-10 | aw-SN-GAN | https://arxiv.org/abs/2012.03149v2 | FID | 8.03 |
Image Generation > Conditional Image Generation | CIFAR-10 | NDA | https://arxiv.org/abs/2102.05113v1 | FID | 9.42 |
Image Generation > Conditional Image Generation | CIFAR-10 | ContraGAN | https://arxiv.org/abs/2006.12681v3 | FID | 10.30 |
Image Generation > Conditional Image Generation | CIFAR-10 | CR-BigGAN | https://arxiv.org/abs/1910.12027v2 | FID | 11.67 |
Image Generation > Conditional Image Generation | CIFAR-10 | BigGAN | http://arxiv.org/abs/1809.11096v2 | Inception score | 9.22 |
Image Generation > Conditional Image Generation | CIFAR-10 | BigGAN | http://arxiv.org/abs/1809.11096v2 | FID | 14.73 |
Image Generation > Conditional Image Generation | CIFAR-10 | Projection Discriminator | http://arxiv.org/abs/1802.05637v2 | Inception score | 8.62 |
Image Generation > Conditional Image Generation | CIFAR-10 | Projection Discriminator | http://arxiv.org/abs/1802.05637v2 | FID | 17.5 |
Image Generation > Conditional Image Generation | CIFAR-10 | ProdPoly no activation functions | https://arxiv.org/abs/2006.13026v2 | Inception score | 7.5 |
Image Generation > Conditional Image Generation | CIFAR-10 | ProdPoly no activation functions | https://arxiv.org/abs/2006.13026v2 | FID | 36.77 |
Image Generation > Conditional Image Generation | CIFAR-10 | Splitting GAN | http://arxiv.org/abs/1709.07359v2 | Inception score | 8.87 |
Image Generation > Conditional Image Generation | CIFAR-10 | WGAN-GP | http://arxiv.org/abs/1704.00028v3 | Inception score | 8.67 |
Image Generation > Conditional Image Generation | CIFAR-10 | SGAN | http://arxiv.org/abs/1612.04357v4 | Inception score | 8.59 |
Image Generation > Conditional Image Generation | CIFAR-10 | AC-GAN | http://arxiv.org/abs/1610.09585v4 | Inception score | 8.25 |
Image Generation > Conditional Image Generation | CIFAR-10 | Improved GAN | http://arxiv.org/abs/1606.03498v1 | Inception score | 8.09 |
Image Generation > Conditional Image Generation | CIFAR-10 | LR-GAN | http://arxiv.org/abs/1703.01560v3 | Inception score | 7.17 |
Image Generation > Conditional Image Generation | CIFAR-10 | EGAN-Ent-VI | http://arxiv.org/abs/1702.01691v2 | Inception score | 7.07 |
Image Generation > Conditional Image Generation | CIFAR-10 | DCGAN | http://arxiv.org/abs/1511.06434v2 | Inception score | 6.58 |
Image Generation > Conditional Image Generation | CIFAR-10 | SteinGAN | http://arxiv.org/abs/1611.01722v2 | Inception score | 6.35 |
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