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 64x64 | GLIDE +CLS | https://arxiv.org/abs/2210.11522v1 | KID | 7.952 |
Image Generation | Oxford 102 Flowers 256 x 256 | Projected GAN | https://arxiv.org/abs/2111.01007v1 | FID | 3.86 |
Image Generation | Oxford 102 Flowers 256 x 256 | MSG-StyleGAN | https://arxiv.org/abs/1903.06048v4 | FID | 19.60 |
Image Generation | LLVIP | pix2pix | https://arxiv.org/abs/2108.10831v4 | PSNR | 10.769 |
Image Generation | LLVIP | pix2pix | https://arxiv.org/abs/2108.10831v4 | SSIM | 0.1757 |
Image Generation | VLN-CE | GAUDI | https://arxiv.org/abs/2207.13751v1 | FID | 18.52 |
Image Generation | VLN-CE | GAUDI | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 3.63 |
Image Generation | VLN-CE | GSN | https://arxiv.org/abs/2207.13751v1 | FID | 43.32 |
Image Generation | VLN-CE | GSN | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 6.19 |
Image Generation | VLN-CE | GRAF | https://arxiv.org/abs/2207.13751v1 | FID | 90.43 |
Image Generation | VLN-CE | GRAF | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 8.65 |
Image Generation | VLN-CE | π-GAN | https://arxiv.org/abs/2207.13751v1 | FID | 151.26 |
Image Generation | VLN-CE | π-GAN | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 14.07 |
Image Generation | VizDoom | GAUDI | https://arxiv.org/abs/2207.13751v1 | FID | 33.7 |
Image Generation | VizDoom | GAUDI | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 3.24 |
Image Generation | VizDoom | GSN | https://arxiv.org/abs/2207.13751v1 | FID | 37.21 |
Image Generation | VizDoom | GSN | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 4.56 |
Image Generation | VizDoom | GRAF | https://arxiv.org/abs/2207.13751v1 | FID | 47.5 |
Image Generation | VizDoom | GRAF | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 5.44 |
Image Generation | VizDoom | π-GAN | https://arxiv.org/abs/2207.13751v1 | FID | 143.55 |
Image Generation | VizDoom | π-GAN | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 15.26 |
Image Generation | AFHQ Dog | Projected GAN | https://arxiv.org/abs/2111.01007v1 | FID | 4.52 |
Image Generation | AFHQ Dog | Vision-aided GAN | https://arxiv.org/abs/2112.09130v3 | clean-KID | 0.38 ± .01 |
Image Generation | AFHQ Dog | Vision-aided GAN | https://arxiv.org/abs/2112.09130v3 | clean-FID | 4.73 ± .02 |
Image Generation | AFHQ Dog | Vision-aided GAN | https://arxiv.org/abs/2112.09130v3 | FID | 4.60 |
Image Generation | AFHQ Dog | Diffusion InsGen | https://arxiv.org/abs/2206.02262v4 | FID | 4.83 |
Image Generation | AFHQ Dog | StyleGAN2-ADA | https://arxiv.org/abs/2006.06676v2 | clean-KID | 1.28 ± .02 |
Image Generation | AFHQ Dog | StyleGAN2-ADA | https://arxiv.org/abs/2006.06676v2 | clean-FID | 7.61 ± .02 |
Image Generation | AFHQ Dog | StyleGAN2-ADA | https://arxiv.org/abs/2006.06676v2 | FID | 7.41 |
Image Generation | AFHQ Dog | DDMI | https://arxiv.org/abs/2401.12517v2 | FID | 8.54 |
Image Generation | AFHQ Dog | Stylegan2-ada (NVIDIA pre-trained) | https://arxiv.org/abs/2203.03226v3 | RMSE Signature | 38861 |
Image Generation | AFHQ Dog | Stylegan2-ada (NVIDIA pre-trained) | https://arxiv.org/abs/2203.03226v3 | RMSE log-signature | 31686 |
Image Generation | AFHQ Dog | Stylegan2-ada (NVIDIA pre-trained) | https://arxiv.org/abs/2203.03226v3 | MAE Signature | 30441 |
Image Generation | AFHQ Dog | Stylegan2-ada (NVIDIA pre-trained) | https://arxiv.org/abs/2203.03226v3 | MAE log-signature | 24612 |
Image Generation | ImageNet 256x256 - 1% labeled data | DPT | null | FID-50k | 3.35 |
Image Generation | ImageNet 256x256 - 1% labeled data | DPT | null | sFID | 6.66 |
Image Generation | ImageNet 256x256 - 1% labeled data | DPT | null | IS | 223.09 |
Image Generation | ImageNet 256x256 - 1% labeled data | DPT | null | Precision | 0.83 |
Image Generation | ImageNet 256x256 - 1% labeled data | DPT | null | Recall | 0.52 |
Image Generation | FFHQ-U | Alias-Free-R | https://arxiv.org/abs/2106.12423v4 | FID | 3.66 |
Image Generation | FFHQ-U | Alias-Free-R | https://arxiv.org/abs/2106.12423v4 | EQ-T | 64.78 |
Image Generation | FFHQ-U | Alias-Free-R | https://arxiv.org/abs/2106.12423v4 | EQ-R | 47.64 |
Image Generation | FFHQ-U | Alias-Free-T | https://arxiv.org/abs/2106.12423v4 | FID | 3.67 |
Image Generation | FFHQ-U | Alias-Free-T | https://arxiv.org/abs/2106.12423v4 | EQ-T | 61.69 |
Image Generation | FFHQ-U | Alias-Free-T | https://arxiv.org/abs/2106.12423v4 | EQ-R | 13.95 |
Image Generation | FFHQ-U | StyleGAN2 (70000 img, 1024^2,
train from scratch) | https://arxiv.org/abs/2106.12423v4 | FID | 3.79 |
Image Generation | FFHQ-U | StyleGAN2 (70000 img, 1024^2,
train from scratch) | https://arxiv.org/abs/2106.12423v4 | EQ-T | 15.89 |
Image Generation | FFHQ-U | StyleGAN2 (70000 img, 1024^2,
train from scratch) | https://arxiv.org/abs/2106.12423v4 | EQ-R | 10.79 |
Image Generation | FFHQ-U | StyleGAN2 + Rotation equiv. (Alias-Free-R) | https://arxiv.org/abs/2106.12423v4 | FID | 4.50 |
Image Generation | FFHQ-U | StyleGAN2 + Rotation equiv. (Alias-Free-R) | https://arxiv.org/abs/2106.12423v4 | EQ-T | 66.65 |
Image Generation | FFHQ-U | StyleGAN2 + Rotation equiv. (Alias-Free-R) | https://arxiv.org/abs/2106.12423v4 | EQ-R | 40.48 |
Image Generation | FFHQ-U | StyleGAN2 + No noise inputs | https://arxiv.org/abs/2106.12423v4 | FID | 4.54 |
Image Generation | FFHQ-U | StyleGAN2 + No noise inputs | https://arxiv.org/abs/2106.12423v4 | EQ-T | 15.81 |
Image Generation | FFHQ-U | StyleGAN2 + No noise inputs | https://arxiv.org/abs/2106.12423v4 | EQ-R | 10.84 |
Image Generation | FFHQ-U | StyleGAN2 + Flexible layers (Alias-Free-T) | https://arxiv.org/abs/2106.12423v4 | FID | 4.62 |
Image Generation | FFHQ-U | StyleGAN2 + Flexible layers (Alias-Free-T) | https://arxiv.org/abs/2106.12423v4 | EQ-T | 63.01 |
Image Generation | FFHQ-U | StyleGAN2 + Flexible layers (Alias-Free-T) | https://arxiv.org/abs/2106.12423v4 | EQ-R | 13.12 |
Image Generation | FFHQ-U | StyleGAN2 + Transformed Fourier features | https://arxiv.org/abs/2106.12423v4 | FID | 4.64 |
Image Generation | FFHQ-U | StyleGAN2 + Transformed Fourier features | https://arxiv.org/abs/2106.12423v4 | EQ-T | 45.20 |
Image Generation | FFHQ-U | StyleGAN2 + Transformed Fourier features | https://arxiv.org/abs/2106.12423v4 | EQ-R | 10.61 |
Image Generation | FFHQ-U | StyleGAN2 + Non-critical sampling | https://arxiv.org/abs/2106.12423v4 | FID | 4.78 |
Image Generation | FFHQ-U | StyleGAN2 + Non-critical sampling | https://arxiv.org/abs/2106.12423v4 | EQ-T | 43.90 |
Image Generation | FFHQ-U | StyleGAN2 + Non-critical sampling | https://arxiv.org/abs/2106.12423v4 | EQ-R | 10.84 |
Image Generation | FFHQ-U | StyleGAN2 + Fourier features | https://arxiv.org/abs/2106.12423v4 | FID | 4.79 |
Image Generation | FFHQ-U | StyleGAN2 + Fourier features | https://arxiv.org/abs/2106.12423v4 | EQ-T | 16.23 |
Image Generation | FFHQ-U | StyleGAN2 + Fourier features | https://arxiv.org/abs/2106.12423v4 | EQ-R | 10.81 |
Image Generation | FFHQ-U | StyleGAN2 | https://arxiv.org/abs/2106.12423v4 | FID | 5.14 |
Image Generation | FFHQ-U | StyleGAN2 + Simplified generator | https://arxiv.org/abs/2106.12423v4 | FID | 5.21 |
Image Generation | FFHQ-U | StyleGAN2 + Simplified generator | https://arxiv.org/abs/2106.12423v4 | EQ-T | 19.47 |
Image Generation | FFHQ-U | StyleGAN2 + Simplified generator | https://arxiv.org/abs/2106.12423v4 | EQ-R | 10.41 |
Image Generation | FFHQ-U | StyleGAN2 + Boundaries & upsampling | https://arxiv.org/abs/2106.12423v4 | FID | 6.02 |
Image Generation | FFHQ-U | StyleGAN2 + Boundaries & upsampling | https://arxiv.org/abs/2106.12423v4 | EQ-T | 24.62 |
Image Generation | FFHQ-U | StyleGAN2 + Boundaries & upsampling | https://arxiv.org/abs/2106.12423v4 | EQ-R | 10.97 |
Image Generation | FFHQ-U | StyleGAN2 + Filtered nonlinearities | https://arxiv.org/abs/2106.12423v4 | FID | 6.35 |
Image Generation | FFHQ-U | StyleGAN2 + Filtered nonlinearities | https://arxiv.org/abs/2106.12423v4 | EQ-T | 30.60 |
Image Generation | FFHQ-U | StyleGAN2 + Filtered nonlinearities | https://arxiv.org/abs/2106.12423v4 | EQ-R | 10.81 |
Image Generation | Places50 | SinDiffusion | https://arxiv.org/abs/2211.12445v1 | SIFID | 0.06 |
Image Generation | Places50 | SinDiffusion | https://arxiv.org/abs/2211.12445v1 | LPIPS | 0.387 |
Image Generation | Places50 | ConSinGAN | https://arxiv.org/abs/2211.12445v1 | SIFID | 0.06 |
Image Generation | Places50 | ConSinGAN | https://arxiv.org/abs/2211.12445v1 | LPIPS | 0.305 |
Image Generation | Places50 | SinGan | https://arxiv.org/abs/2211.12445v1 | SIFID | 0.09 |
Image Generation | Places50 | SinGan | https://arxiv.org/abs/2211.12445v1 | LPIPS | 0.266 |
Image Generation | Places50 | GPNN | https://arxiv.org/abs/2211.12445v1 | SIFID | 0.07 |
Image Generation | Places50 | GPNN | https://arxiv.org/abs/2211.12445v1 | LPIPS | 0.256 |
Image Generation | Places50 | ExSinGAN | https://arxiv.org/abs/2211.12445v1 | SIFID | 0.1 |
Image Generation | Places50 | ExSinGAN | https://arxiv.org/abs/2211.12445v1 | LPIPS | 0.248 |
Image Generation | LSUN Bedroom 64 x 64 | WGAN-GP + TTUR + Alex-Adam | https://arxiv.org/abs/2402.10475v2 | FID | 6.3 |
Image Generation | LSUN Bedroom 64 x 64 | WGAN-GP + TT Update Rule | http://arxiv.org/abs/1706.08500v6 | FID | 9.5 |
Image Generation | LSUN Bedroom 64 x 64 | FOGAN | http://arxiv.org/abs/1802.04591v2 | FID | 11.4 |
Image Generation | ImageNet 256x256 - 2 labeled data per class | DPT | null | FID-50k | 3.44 |
Image Generation | ImageNet 256x256 - 2 labeled data per class | DPT | null | sFID | 6.58 |
Image Generation | ImageNet 256x256 - 2 labeled data per class | DPT | null | IS | 199.74 |
Image Generation | ImageNet 256x256 - 2 labeled data per class | DPT | null | Precision | 0.82 |
Image Generation | ImageNet 256x256 - 2 labeled data per class | DPT | null | Recall | 0.53 |
Image Generation | Stacked MNIST | VAEBM | https://arxiv.org/abs/2010.00654v3 | FID | 12.96 |
Image Generation | Stacked MNIST | VAEBM | https://arxiv.org/abs/2010.00654v3 | Inception score | 8.15 |
Image Generation | Stacked MNIST | PresGAN | https://arxiv.org/abs/1910.04302v1 | FID | 23.965 |
Image Generation | Stacked MNIST | EBM on x | http://papers.nips.cc/paper/8619-implicit-generation-and-modeling-with-energy-based-models | FID | 48.89 |
Image Generation | Stacked MNIST | EBM on x | http://papers.nips.cc/paper/8619-implicit-generation-and-modeling-with-energy-based-models | Inception score | 5.85 |
Image Generation | Stanford Cars | Projected GANs | https://arxiv.org/abs/2111.01007v1 | FID | 2.09 |
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