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 | ImageNet 256x256 | DiGIT-0.7B | https://arxiv.org/abs/2410.12490v2 | Inception score | 205.96 |
Image Generation | ImageNet 256x256 | Contextual RQ-Transformer | https://arxiv.org/abs/2206.04452v1 | FID | 3.41 |
Image Generation | ImageNet 256x256 | GigaGAN | https://arxiv.org/abs/2303.05511v2 | FID | 3.45 |
Image Generation | ImageNet 256x256 | RCG-L (w/o guidance) | https://arxiv.org/abs/2312.03701v4 | FID | 3.49 |
Image Generation | ImageNet 256x256 | BIGRoC-gt (Guided-Diffusion) | https://arxiv.org/abs/2108.03702v4 | FID | 3.63 |
Image Generation | ImageNet 256x256 | MAGVIT-v2 (w/o guidance) | https://arxiv.org/abs/2310.05737v3 | FID | 3.65 |
Image Generation | ImageNet 256x256 | BIGRoC-pl (Guided-Diffusion) | https://arxiv.org/abs/2108.03702v4 | FID | 3.69 |
Image Generation | ImageNet 256x256 | simple diffusion (U-Net) | https://arxiv.org/abs/2301.11093v2 | FID | 3.71 |
Image Generation | ImageNet 256x256 | simple diffusion (U-ViT, L) | https://arxiv.org/abs/2301.11093v2 | FID | 3.75 |
Image Generation | ImageNet 256x256 | RQ-Transformer | https://arxiv.org/abs/2203.01941v2 | FID | 3.83 |
Image Generation | ImageNet 256x256 | ADM-G, ADM-U | https://arxiv.org/abs/2105.05233v4 | FID | 3.94 |
Image Generation | ImageNet 256x256 | ADM-G + EDS (ED-DPM, classifier_scale=0.75) | https://arxiv.org/abs/2206.11474v5 | FID | 3.96 |
Image Generation | ImageNet 256x256 | MaskGIT (a=0.05) | https://arxiv.org/abs/2202.04200v1 | FID | 4.02 |
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 | ImageNet 256x256 | LDM | null | FID | 4.29 |
Image Generation | ImageNet 256x256 | ADM-G++ (Recall) | https://arxiv.org/abs/2211.17091v4 | FID | 4.45 |
Image Generation | ImageNet 256x256 | LFM | https://arxiv.org/abs/2307.08698v1 | FID | 4.46 |
Image Generation | ImageNet 256x256 | RIN | https://arxiv.org/abs/2212.11972v2 | FID | 4.51 |
Image Generation | ImageNet 256x256 | ADM-G | https://arxiv.org/abs/2105.05233v4 | FID | 4.59 |
Image Generation | ImageNet 256x256 | CDM | https://arxiv.org/abs/2106.15282v3 | FID | 4.88 |
Image Generation | ImageNet 256x256 | VQGAN+Transformer (k=600, p=1.0, a=0.05) | https://arxiv.org/abs/2012.09841v3 | FID | 5.2 |
Image Generation | ImageNet 256x256 | MaskGIT | https://arxiv.org/abs/2202.04200v1 | FID | 6.18 |
Image Generation | ImageNet 256x256 | VQGAN+Transformer (k=mixed, p=1.0, a=0.005) | https://arxiv.org/abs/2012.09841v3 | FID | 6.59 |
Image Generation | ImageNet 256x256 | Polarity-BigGAN | https://arxiv.org/abs/2203.01993v2 | FID | 6.82 |
Image Generation | ImageNet 256x256 | BigGAN-deep | http://arxiv.org/abs/1809.11096v2 | FID | 8.1 |
Image Generation | ImageNet 256x256 | ADM | null | FID | 11.84 |
Image Generation | ImageNet 256x256 | Improved DDPM | https://arxiv.org/abs/2102.09672v1 | FID | 12.3 |
Image Generation > Image-to-Image Translation | BRATS | ResViT | https://arxiv.org/abs/2106.16031v3 | PSNR | 26.90 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | DP-SIMS (ConvNext-XL) | https://arxiv.org/abs/2312.13314v2 | FID | 13.3 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | DP-SIMS (ConvNext-L) | https://arxiv.org/abs/2312.13314v2 | FID | 13.6 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SCDM | https://arxiv.org/abs/2402.16506v3 | mIoU | 38.1 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SCDM | https://arxiv.org/abs/2402.16506v3 | FID | 15.3 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SCDM | https://arxiv.org/abs/2402.16506v3 | LPIPS | 0.519 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | PITI | https://arxiv.org/abs/2205.12952v1 | FID | 15.6 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | PoE-GAN | https://arxiv.org/abs/2112.05130v1 | FID | 15.8 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | OASIS | https://arxiv.org/abs/2012.04781v3 | mIoU | 44.1 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | OASIS | https://arxiv.org/abs/2012.04781v3 | FID | 17.0 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | mIoU | 42.1 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | Accuracy | 71.5 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE-AUG | https://arxiv.org/abs/2011.12636v3 | FID | 19.1 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | mIoU | 41.6 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | Accuracy | 70.7% |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CC-FPSE | https://arxiv.org/abs/1910.06809v3 | FID | 19.2 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | VQGAN+Transformer | https://arxiv.org/abs/2012.09841v3 | FID | 22.4 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | mIoU | 37.4 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | Accuracy | 67.9% |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | SPADE | https://arxiv.org/abs/1903.07291v2 | FID | 22.6 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | USIS | https://arxiv.org/abs/2109.14715v1 | mIoU | 14.06 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | USIS | https://arxiv.org/abs/2109.14715v1 | FID | 27.8 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | USIS-Wavelet | https://arxiv.org/abs/2305.09647v1 | mIoU | 13.4 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | USIS-Wavelet | https://arxiv.org/abs/2305.09647v1 | FID | 28.6 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | mIoU | 21.9 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | Accuracy | 54.1 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | Pix2PixHD-AUG | https://arxiv.org/abs/2011.12636v3 | FID | 54.2 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | mIoU | 23.7 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | Accuracy | 40.4% |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | CRN | http://arxiv.org/abs/1707.09405v1 | FID | 70.4 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | mIoU | 14.6 |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | Accuracy | 45.8% |
Image Generation > Image-to-Image Translation | COCO-Stuff Labels-to-Photos | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | FID | 111.5 |
Image Generation > Image-to-Image Translation | CelebA-HQ | StarGAN v2 | https://arxiv.org/abs/1912.01865v2 | FID | 13.73 |
Image Generation > Image-to-Image Translation | CelebA-HQ | StarGAN v2 | https://arxiv.org/abs/1912.01865v2 | LPIPS | 0.428 |
Image Generation > Image-to-Image Translation | CelebA-HQ | CoCosNet | https://arxiv.org/abs/2004.05571v1 | FID | 14.3 |
Image Generation > Image-to-Image Translation | CelebA-HQ | PHStarGANv2 n=4 | https://arxiv.org/abs/2205.02087v1 | FID | 16.54 |
Image Generation > Image-to-Image Translation | CelebA-HQ | PHStarGANv2 n=4 | https://arxiv.org/abs/2205.02087v1 | LPIPS | 0.29 |
Image Generation > Image-to-Image Translation | CelebA-HQ | PHStarGANv2 n=3 | https://arxiv.org/abs/2205.02087v1 | FID | 16.63 |
Image Generation > Image-to-Image Translation | CelebA-HQ | PHStarGANv2 n=3 | https://arxiv.org/abs/2205.02087v1 | LPIPS | 0.33 |
Image Generation > Image-to-Image Translation | CelebA-HQ | PonoSPadaIN | https://arxiv.org/abs/2107.11262v1 | FID | 23.8 |
Image Generation > Image-to-Image Translation | CelebA-HQ | EGSDE | https://arxiv.org/abs/2207.06635v5 | FID | 30.61 |
Image Generation > Image-to-Image Translation | dog2cat | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | Kernel Inception Distance | 8.15 |
Image Generation > Image-to-Image Translation | Aerial-to-Map | cGAN | http://arxiv.org/abs/1611.07004v3 | Per-pixel Accuracy | 70.0% |
Image Generation > Image-to-Image Translation | Aerial-to-Map | cGAN | http://arxiv.org/abs/1611.07004v3 | Per-class Accuracy | 46.0% |
Image Generation > Image-to-Image Translation | Aerial-to-Map | cGAN | http://arxiv.org/abs/1611.07004v3 | Class IOU | 0.26 |
Image Generation > Image-to-Image Translation | Aerial-to-Map | DualGAN | http://arxiv.org/abs/1704.02510v4 | Per-pixel Accuracy | 42% |
Image Generation > Image-to-Image Translation | Aerial-to-Map | DualGAN | http://arxiv.org/abs/1704.02510v4 | Per-class Accuracy | 22% |
Image Generation > Image-to-Image Translation | Aerial-to-Map | DualGAN | http://arxiv.org/abs/1704.02510v4 | Class IOU | 0.09 |
Image Generation > Image-to-Image Translation | AFHQ | StarGAN v2 | https://arxiv.org/abs/1912.01865v2 | FID | 24.4 |
Image Generation > Image-to-Image Translation | AFHQ | StarGAN v2 | https://arxiv.org/abs/1912.01865v2 | LPIPS | 0.524 |
Image Generation > Image-to-Image Translation | AFHQ | null | https://arxiv.org/abs/2301.00950v3 | LPIPS | 0.122 |
Image Generation > Image-to-Image Translation | vangogh2photo | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | Kernel Inception Distance | 5.61 |
Image Generation > Image-to-Image Translation | vangogh2photo | PoL (CycleGAN) | https://arxiv.org/abs/2008.05763v1 | Frechet Inception Distance | 134.4 |
Image Generation > Image-to-Image Translation | vangogh2photo | PoL (CycleGAN) | https://arxiv.org/abs/2008.05763v1 | Number of Params | 15.9M |
Image Generation > Image-to-Image Translation | vangogh2photo | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Frechet Inception Distance | 163.4 |
Image Generation > Image-to-Image Translation | vangogh2photo | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Number of Params | 28.2M |
Image Generation > Image-to-Image Translation | Deep-Fashion | INADE | https://arxiv.org/abs/2103.06878v1 | FID | 9.97 |
Image Generation > Image-to-Image Translation | Deep-Fashion | CoCosNet | https://arxiv.org/abs/2004.05571v1 | FID | 14.4 |
Image Generation > Image-to-Image Translation | SYNTHIA Fall-to-Winter | CyCADA | http://arxiv.org/abs/1711.03213v3 | mIoU | 63.3 |
Image Generation > Image-to-Image Translation | SYNTHIA Fall-to-Winter | CyCADA | http://arxiv.org/abs/1711.03213v3 | Per-pixel Accuracy | 92.1% |
Image Generation > Image-to-Image Translation | SYNTHIA Fall-to-Winter | CyCADA | http://arxiv.org/abs/1711.03213v3 | fwIOU | 85.7 |
Image Generation > Image-to-Image Translation | SYNTHIA Fall-to-Winter | FCNs in the wild | http://arxiv.org/abs/1612.02649v1 | mIoU | 59.6 |
Image Generation > Image-to-Image Translation | zebra2horse | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | Kernel Inception Distance | 7.47 |
Image Generation > Image-to-Image Translation | zebra2horse | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Frechet Inception Distance | 110.5 |
Image Generation > Image-to-Image Translation | zebra2horse | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Number of params | 28.2M |
Image Generation > Image-to-Image Translation | zebra2horse | PoL (CycleGAN) | https://arxiv.org/abs/2008.05763v1 | Frechet Inception Distance | 112.3 |
Image Generation > Image-to-Image Translation | zebra2horse | PoL (CycleGAN) | https://arxiv.org/abs/2008.05763v1 | Number of params | 15.9M |
Image Generation > Image-to-Image Translation | Apples and Oranges | Shared discriminator GAN | https://arxiv.org/abs/2102.04699v1 | Kernel Inception Distance | 4.4 |
Image Generation > Image-to-Image Translation | RaFD | StarGAN | http://arxiv.org/abs/1711.09020v3 | Classification Error | 2.12% |
Image Generation > Image-to-Image Translation | RaFD | DIA | http://arxiv.org/abs/1610.05586v2 | Classification Error | 4.10% |
Image Generation > Image-to-Image Translation | RaFD | CycleGAN | https://arxiv.org/abs/1703.10593v7 | Classification Error | 5.99% |
Image Generation > Image-to-Image Translation | RaFD | IcGAN | http://arxiv.org/abs/1611.06355v1 | Classification Error | 8.07% |
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