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 | Stanford Cars | FineGAN | http://arxiv.org/abs/1811.11155v2 | FID | 16.03 |
Image Generation | Stanford Cars | FineGAN | http://arxiv.org/abs/1811.11155v2 | Inception score | 32.62 |
Image Generation | Stanford Cars | InfoGAN | http://arxiv.org/abs/1606.03657v1 | FID | 17.63 |
Image Generation | Stanford Cars | InfoGAN | http://arxiv.org/abs/1606.03657v1 | Inception score | 28.62 |
Image Generation | Stanford Cars | LR-GAN | http://arxiv.org/abs/1703.01560v3 | FID | 88.80 |
Image Generation | Stanford Cars | LR-GAN | http://arxiv.org/abs/1703.01560v3 | Inception score | 5.25 |
Image Generation | ImageNet 32x32 | PaGoDA | https://arxiv.org/abs/2405.14822v2 | FID | 0.79 |
Image Generation | ImageNet 32x32 | StyleGAN-XL | https://arxiv.org/abs/2202.00273v2 | FID | 1.10 |
Image Generation | ImageNet 32x32 | R3GAN | https://arxiv.org/abs/2501.05441v1 | FID | 1.27 |
Image Generation | ImageNet 32x32 | DDPM-IP | https://arxiv.org/abs/2301.11706v3 | FID | 2.66 |
Image Generation | ImageNet 32x32 | FM | https://arxiv.org/abs/2210.02747v2 | bpd | 3.53 |
Image Generation | ImageNet 32x32 | FM | https://arxiv.org/abs/2210.02747v2 | FID | 5.02 |
Image Generation | ImageNet 32x32 | MDM-Prime | https://arxiv.org/abs/2505.18495v1 | FID | 6.98 |
Image Generation | ImageNet 32x32 | MDM-Prime | https://arxiv.org/abs/2505.18495v1 | Inception score | 11.65 |
Image Generation | ImageNet 32x32 | MDM | https://arxiv.org/abs/2505.18495v1 | FID | 7.91 |
Image Generation | ImageNet 32x32 | MDM | https://arxiv.org/abs/2505.18495v1 | Inception score | 11.60 |
Image Generation | ImageNet 32x32 | DDPM++ (VP, NLL) + ST | https://arxiv.org/abs/2106.05527v5 | bpd | 3.85 |
Image Generation | ImageNet 32x32 | DDPM++ (VP, NLL) + ST | https://arxiv.org/abs/2106.05527v5 | FID | 8.42 |
Image Generation | ImageNet 32x32 | DDPM++ (VP, NLL) + ST | https://arxiv.org/abs/2106.05527v5 | Inception score | 11.82 |
Image Generation | ImageNet 32x32 | i-DODE | https://arxiv.org/abs/2305.03935v4 | bpd | 3.43 |
Image Generation | ImageNet 32x32 | i-DODE | https://arxiv.org/abs/2305.03935v4 | FID | 9.09 |
Image Generation | ImageNet 32x32 | MSGAN | https://arxiv.org/abs/1911.06997v2 | FID | 12.3 |
Image Generation | ImageNet 32x32 | DDPM | https://arxiv.org/abs/2006.11239v2 | bpd | 3.89 |
Image Generation | ImageNet 32x32 | DDPM | https://arxiv.org/abs/2006.11239v2 | FID | 16.18 |
Image Generation | ImageNet 32x32 | NDM | https://arxiv.org/abs/2310.08337v3 | bpd | 3.55 |
Image Generation | ImageNet 32x32 | NDM | https://arxiv.org/abs/2310.08337v3 | FID | 17.02 |
Image Generation | ImageNet 32x32 | QC-NCSN++ | https://arxiv.org/abs/2209.12753v3 | FID | 19.62 |
Image Generation | ImageNet 32x32 | QC-NCSN++ | https://arxiv.org/abs/2209.12753v3 | Inception score | 9.94 |
Image Generation | ImageNet 32x32 | NFDM | https://arxiv.org/abs/2404.12940v2 | bpd | 3.34 |
Image Generation | ImageNet 32x32 | BSI | https://arxiv.org/abs/2502.07580v2 | bpd | 3.44 |
Image Generation | ImageNet 32x32 | DenseFlow-74-10 | https://arxiv.org/abs/2106.04627v3 | bpd | 3.63 |
Image Generation | ImageNet 32x32 | VDM | https://arxiv.org/abs/2107.00630v6 | bpd | 3.72 |
Image Generation | ImageNet 32x32 | Hourglass | https://arxiv.org/abs/2110.13711v2 | bpd | 3.74 |
Image Generation | ImageNet 32x32 | Reflected Diffusion | https://arxiv.org/abs/2304.04740v3 | bpd | 3.74 |
Image Generation | ImageNet 32x32 | ScoreFlow | https://arxiv.org/abs/2101.09258v4 | bpd | 3.76 |
Image Generation | ImageNet 32x32 | Image Transformer | http://arxiv.org/abs/1802.05751v3 | bpd | 3.77 |
Image Generation | ImageNet 32x32 | δ-VAE | http://arxiv.org/abs/1901.03416v1 | bpd | 3.77 |
Image Generation | ImageNet 32x32 | MRCNF | https://arxiv.org/abs/2106.08462v5 | bpd | 3.77 |
Image Generation | ImageNet 32x32 | Very Deep VAE | https://arxiv.org/abs/2011.10650v2 | bpd | 3.8 |
Image Generation | ImageNet 32x32 | Gated PixelCNN | http://arxiv.org/abs/1606.05328v2 | bpd | 3.83 |
Image Generation | ImageNet 32x32 | SPN Menick and Kalchbrenner (2019) | http://arxiv.org/abs/1812.01608v1 | bpd | 3.85 |
Image Generation | ImageNet 32x32 | Flow++ | https://arxiv.org/abs/1902.00275v2 | bpd | 3.86 |
Image Generation | ImageNet 32x32 | PixelRNN | http://arxiv.org/abs/1601.06759v3 | bpd | 3.86 |
Image Generation | ImageNet 32x32 | NVAE w/ flow | https://arxiv.org/abs/2007.03898v3 | bpd | 3.92 |
Image Generation | ImageNet 32x32 | ANF Huang et al. (2020) | https://arxiv.org/abs/2002.07101v1 | bpd | 3.92 |
Image Generation | ImageNet 32x32 | BIVA Maaloe et al. (2019) | https://arxiv.org/abs/1902.02102v3 | bpd | 3.96 |
Image Generation | ImageNet 32x32 | Residual Flow | https://arxiv.org/abs/1906.02735v6 | bpd | 4.01 |
Image Generation | ImageNet 32x32 | MintNet | https://arxiv.org/abs/1907.07945v2 | bpd | 4.06 |
Image Generation | ImageNet 32x32 | Glow (Kingma and Dhariwal, 2018) | http://arxiv.org/abs/1807.03039v2 | bpd | 4.09 |
Image Generation | ImageNet 32x32 | Real NVP (Dinh et al., 2017) | http://arxiv.org/abs/1605.08803v3 | bpd | 4.28 |
Image Generation | AFHQ Cat | Vision-aided GAN | https://arxiv.org/abs/2112.09130v3 | clean-KID | 0.46 ± .03 |
Image Generation | AFHQ Cat | Vision-aided GAN | https://arxiv.org/abs/2112.09130v3 | clean-FID | 2.51 ± .02 |
Image Generation | AFHQ Cat | Vision-aided GAN | https://arxiv.org/abs/2112.09130v3 | FID | 2.44 |
Image Generation | AFHQ Cat | StyleGAN2-ADA | https://arxiv.org/abs/2006.06676v2 | clean-KID | 0.71 ± .02 |
Image Generation | AFHQ Cat | StyleGAN2-ADA | https://arxiv.org/abs/2006.06676v2 | clean-FID | 3.28 ± .02 |
Image Generation | AFHQ Cat | StyleGAN2-ADA | https://arxiv.org/abs/2006.06676v2 | FID | 3.55 |
Image Generation | AFHQ Cat | BOSS | https://arxiv.org/abs/2312.16414v3 | clean-FID | 22.2 |
Image Generation | AFHQ Cat | Projected GAN | https://arxiv.org/abs/2111.01007v1 | FID | 2.16 |
Image Generation | AFHQ Cat | Diffusion InsGen | https://arxiv.org/abs/2206.02262v4 | FID | 2.40 |
Image Generation | AFHQ Cat | DDMI | https://arxiv.org/abs/2401.12517v2 | FID | 4.27 |
Image Generation | AFHQ Cat | CLR-GAN | https://link.springer.com/chapter/10.1007/978-3-031-73232-4_12 | FID | 4.45 |
Image Generation | AFHQ Cat | Stylegan2-ada (NVIDIA pre-trained) | https://arxiv.org/abs/2203.03226v3 | RMSE Signature | 61450 |
Image Generation | AFHQ Cat | Stylegan2-ada (NVIDIA pre-trained) | https://arxiv.org/abs/2203.03226v3 | RMSE log-signature | 29201 |
Image Generation | AFHQ Cat | Stylegan2-ada (NVIDIA pre-trained) | https://arxiv.org/abs/2203.03226v3 | MAE Signature | 45968 |
Image Generation | AFHQ Cat | Stylegan2-ada (NVIDIA pre-trained) | https://arxiv.org/abs/2203.03226v3 | MAE log-signature | 22297 |
Image Generation | RC-49 | cDR-RS | https://arxiv.org/abs/2103.11166v5 | Intra-FID | 0.334 |
Image Generation | RC-49 | CcGAN (SVDL+ILI) | https://arxiv.org/abs/2011.07466v9 | Intra-FID | 0.389 |
Image Generation | CelebA 64x64 | DDPM-IP | https://arxiv.org/abs/2301.11706v3 | FID | 1.27 |
Image Generation | CelebA 64x64 | STDDPM-G++ | https://arxiv.org/abs/2211.17091v4 | FID | 1.34 |
Image Generation | CelebA 64x64 | PDM+CS | https://arxiv.org/abs/2312.06285v1 | FID | 1.38 |
Image Generation | CelebA 64x64 | Diffusion StyleGAN2 | https://arxiv.org/abs/2206.02262v4 | FID | 1.69 |
Image Generation | CelebA 64x64 | INDM (VP, FID) | https://arxiv.org/abs/2205.13699v3 | FID | 1.75 |
Image Generation | CelebA 64x64 | Patch Diffusion | null | FID | 1.77 |
Image Generation | CelebA 64x64 | LadaGAN | https://arxiv.org/abs/2401.09596v4 | FID | 1.81 |
Image Generation | CelebA 64x64 | Soft Diffusion (Blur + Noise) | https://arxiv.org/abs/2209.05442v2 | FID | 1.85 |
Image Generation | CelebA 64x64 | DDPM++ (VP, FID) + ST | https://arxiv.org/abs/2106.05527v5 | FID | 1.9 |
Image Generation | CelebA 64x64 | DDPM++ (VP, FID) + ST | https://arxiv.org/abs/2106.05527v5 | bits/dimension | 2.1 |
Image Generation | CelebA 64x64 | MMD-PMish-NAS | https://ieeexplore.ieee.org/document/10732016 | FID | 1.92 |
Image Generation | CelebA 64x64 | MMD-PMish-NAS | https://ieeexplore.ieee.org/document/10732016 | Model Size (MB) | 6.67 |
Image Generation | CelebA 64x64 | SciRE-Solver | https://arxiv.org/abs/2308.07896v3 | FID | 2.02 |
Image Generation | CelebA 64x64 | MMD-PMish-NAS (Compressed) | https://ieeexplore.ieee.org/document/10732016 | FID | 2.03 |
Image Generation | CelebA 64x64 | MMD-PMish-NAS (Compressed) | https://ieeexplore.ieee.org/document/10732016 | Model Size (MB) | 3.04 |
Image Generation | CelebA 64x64 | LEGO | https://arxiv.org/abs/2310.06389v3 | FID | 2.09 |
Image Generation | CelebA 64x64 | DDIM+CS | https://arxiv.org/abs/2312.06285v1 | FID | 2.11 |
Image Generation | CelebA 64x64 | INDM (VE, FID) | https://arxiv.org/abs/2205.13699v3 | FID | 2.54 |
Image Generation | CelebA 64x64 | PNDM | https://arxiv.org/abs/2202.09778v2 | FID | 2.71 |
Image Generation | CelebA 64x64 | DDPM++ (VP, NLL) + ST | https://arxiv.org/abs/2106.05527v5 | FID | 2.9 |
Image Generation | CelebA 64x64 | DDPM++ (VP, NLL) + ST | https://arxiv.org/abs/2106.05527v5 | bits/dimension | 1.96 |
Image Generation | CelebA 64x64 | Blackout Diffusion | https://arxiv.org/abs/2305.11089v1 | FID | 3.22 |
Image Generation | CelebA 64x64 | BigGAN-OBRS | https://arxiv.org/abs/2311.00460v2 | FID | 3.74 |
Image Generation | CelebA 64x64 | BigGAN-OBRS | https://arxiv.org/abs/2311.00460v2 | Precision | 0.74 |
Image Generation | CelebA 64x64 | BigGAN-OBRS | https://arxiv.org/abs/2311.00460v2 | Recall | 0.65 |
Image Generation | CelebA 64x64 | DiffuseVAE | https://arxiv.org/abs/2201.00308v3 | FID | 3.97 |
Image Generation | CelebA 64x64 | NCP-VAE | https://arxiv.org/abs/2010.02917v3 | FID | 5.25 |
Image Generation | CelebA 64x64 | C^3G-NeRF | https://arxiv.org/abs/2301.00950v3 | FID | 5.6 |
Image Generation | CelebA 64x64 | EBM-DRL (T6) | https://arxiv.org/abs/2012.08125v2 | FID | 5.98 |
Image Generation | CelebA 64x64 | PR-BigGAN - Recall | null | FID | 6.03 |
Image Generation | CelebA 64x64 | PR-BigGAN - Recall | null | Precision | 0.78 |
Image Generation | CelebA 64x64 | PR-BigGAN - Recall | null | Recall | 0.56 |
Image Generation | CelebA 64x64 | HDCGAN | http://arxiv.org/abs/1711.06491v12 | FID | 8.44 |
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