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 | CIFAR-10 | CR +LT-BigGAN | https://arxiv.org/abs/2010.09893v1 | FID | 9.80 |
Image Generation | CIFAR-10 | EAGAN (G+D) | https://arxiv.org/abs/2111.15097v2 | FID | 9.91 |
Image Generation | CIFAR-10 | EAGAN (G) | https://arxiv.org/abs/2111.15097v2 | FID | 10.14 |
Image Generation | CIFAR-10 | PPOGAN | https://arxiv.org/abs/2006.06900v4 | FID | 10.7 |
Image Generation | CIFAR-10 | NCSNv2 | https://arxiv.org/abs/2006.09011v2 | FID | 10.87 |
Image Generation | CIFAR-10 | SNGAN-DCD (Latent) | https://arxiv.org/abs/2004.01704v1 | FID | 16.24 |
Image Generation | CIFAR-10 | Pi-net | https://arxiv.org/abs/2003.03828v2 | FID | 16.79 |
Image Generation | CIFAR-10 | ProdPoly | https://arxiv.org/abs/2006.13026v2 | FID | 16.79 |
Image Generation | CIFAR-10 | Dist-GAN | http://arxiv.org/abs/1803.08887v3 | FID | 17.61 |
Image Generation | CIFAR-10 | LOGAN | null | FID | 17.87 |
Image Generation | CIFAR-10 | DC-VAE | https://arxiv.org/abs/2011.10063v1 | FID | 17.9 |
Image Generation | CIFAR-10 | NK-CA | https://arxiv.org/abs/2303.05497v2 | FID | 18.27 |
Image Generation | CIFAR-10 | CoProGAN | https://arxiv.org/abs/2108.07387v1 | FID | 19.66 |
Image Generation | CIFAR-10 | SRN-GANs | https://arxiv.org/abs/1906.04659v3 | FID | 19.83 |
Image Generation | CIFAR-10 | PeerGAN | https://arxiv.org/abs/2101.07524v3 | FID | 21.55 |
Image Generation | CIFAR-10 | SNGAN-DCD (Pixel) | https://arxiv.org/abs/2004.01704v1 | FID | 21.67 |
Image Generation | CIFAR-10 | SN-GANs | http://arxiv.org/abs/1802.05957v1 | FID | 21.7 |
Image Generation | CIFAR-10 | CLR-GAN | https://link.springer.com/chapter/10.1007/978-3-031-73232-4_12 | FID | 23.3 |
Image Generation | CIFAR-10 | NCP-VAE | https://arxiv.org/abs/2010.02917v3 | FID | 24.08 |
Image Generation | CIFAR-10 | WGAN-GP + TT Update Rule | http://arxiv.org/abs/1706.08500v6 | FID | 24.8 |
Image Generation | CIFAR-10 | SN-SMMDGAN | https://arxiv.org/abs/1805.11565v5 | FID | 25.0 |
Image Generation | CIFAR-10 | NCSN | https://arxiv.org/abs/1907.05600v3 | FID | 25.32 |
Image Generation | CIFAR-10 | RSGAN-GP | http://arxiv.org/abs/1807.00734v3 | FID | 25.60 |
Image Generation | CIFAR-10 | HingeGAN | https://arxiv.org/abs/1910.06922v2 | FID | 27.12 |
Image Generation | CIFAR-10 | FOGAN | http://arxiv.org/abs/1802.04591v2 | FID | 27.4 |
Image Generation | CIFAR-10 | MSGAN | https://arxiv.org/abs/1903.05628v6 | FID | 28.73 |
Image Generation | CIFAR-10 | WGAN-GP | http://arxiv.org/abs/1704.00028v3 | FID | 29.3 |
Image Generation | CIFAR-10 | QSNGAN | https://arxiv.org/abs/2104.09630v2 | FID | 31.966 |
Image Generation | CIFAR-10 | NVAE w/ flow | https://arxiv.org/abs/2007.03898v3 | FID | 32.53 |
Image Generation | CIFAR-10 | DenseFlow-74-10 | https://arxiv.org/abs/2106.04627v3 | FID | 34.90 |
Image Generation | CIFAR-10 | ACGAN | null | FID | 35.47 |
Image Generation | CIFAR-10 | ProdPoly no activation functions | https://arxiv.org/abs/2006.13026v2 | FID | 40.45 |
Image Generation | CIFAR-10 | GLF+perceptual loss (ours) | https://arxiv.org/abs/1905.10485v2 | FID | 44.6 |
Image Generation | CIFAR-10 | Residual Flow | https://arxiv.org/abs/1906.02735v6 | FID | 46.37 |
Image Generation | CIFAR-10 | RESFLOW | null | FID | 48.29 |
Image Generation | CIFAR-10 | PresGAN | https://arxiv.org/abs/1910.04302v1 | FID | 52.202 |
Image Generation | CIFAR-10 | BigGAN | http://arxiv.org/abs/1809.11096v2 | IS | 9.22 |
Image Generation | Replica | GAUDI | https://arxiv.org/abs/2207.13751v1 | FID | 18.75 |
Image Generation | Replica | GAUDI | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 1.76 |
Image Generation | Replica | GSN | https://arxiv.org/abs/2207.13751v1 | FID | 41.75 |
Image Generation | Replica | GSN | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 4.14 |
Image Generation | Replica | GRAF | https://arxiv.org/abs/2207.13751v1 | FID | 65.37 |
Image Generation | Replica | GRAF | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 5.76 |
Image Generation | Replica | π-GAN | https://arxiv.org/abs/2207.13751v1 | FID | 166.55 |
Image Generation | Replica | π-GAN | https://arxiv.org/abs/2207.13751v1 | FID (SwAV) | 13.17 |
Image Generation | ObjectsRoom | GENESIS-V2 | https://arxiv.org/abs/2104.09958v3 | FID | 52.6 |
Image Generation | ObjectsRoom | GENESIS | https://arxiv.org/abs/2104.09958v3 | FID | 62.8 |
Image Generation | ObjectsRoom | MONET-G | https://arxiv.org/abs/2104.09958v3 | FID | 205.7 |
Image Generation | LSUN | BigGAN + gSR | https://arxiv.org/abs/2208.09932v1 | Average FID | 20.18 |
Image Generation | LSUN Churches 256 x 256 | Projected GAN | https://arxiv.org/abs/2111.01007v1 | FID | 1.59 |
Image Generation | LSUN Churches 256 x 256 | Vision-aided GAN | https://arxiv.org/abs/2112.09130v3 | FID | 1.72 |
Image Generation | LSUN Churches 256 x 256 | Vision-aided GAN | https://arxiv.org/abs/2112.09130v3 | Clean-FID (trainfull) | 1.72 ± 0.01 |
Image Generation | LSUN Churches 256 x 256 | Diffusion ProjectedGAN | https://arxiv.org/abs/2206.02262v4 | FID | 1.85 |
Image Generation | LSUN Churches 256 x 256 | Patch Diffusion | null | FID | 2.66 |
Image Generation | LSUN Churches 256 x 256 | CIPS | https://arxiv.org/abs/2011.13775v1 | FID | 2.92 |
Image Generation | LSUN Churches 256 x 256 | StyleSwin | https://arxiv.org/abs/2112.10762v2 | FID | 2.95 |
Image Generation | LSUN Churches 256 x 256 | Diffusion StyleGAN2 | https://arxiv.org/abs/2206.02262v4 | FID | 3.17 |
Image Generation | LSUN Churches 256 x 256 | StyleNAT | https://arxiv.org/abs/2211.05770v2 | FID | 3.4 |
Image Generation | LSUN Churches 256 x 256 | CLR-GAN | https://link.springer.com/chapter/10.1007/978-3-031-73232-4_12 | FID | 3.43 |
Image Generation | LSUN Churches 256 x 256 | CLR-GAN | https://link.springer.com/chapter/10.1007/978-3-031-73232-4_12 | Recall | 0.48 |
Image Generation | LSUN Churches 256 x 256 | StyleGAN2 | https://arxiv.org/abs/1912.04958v2 | FID | 3.86 |
Image Generation | LSUN Churches 256 x 256 | StyleGAN2 | https://arxiv.org/abs/1912.04958v2 | Clean-FID (trainfull) | 4.28 ± 0.03 |
Image Generation | LSUN Churches 256 x 256 | Polarity-StyleGAN2 | https://arxiv.org/abs/2203.01993v2 | FID | 3.92 |
Image Generation | LSUN Churches 256 x 256 | TDPM+ (TTrunc=99) | https://arxiv.org/abs/2202.09671v4 | FID | 3.98 |
Image Generation | LSUN Churches 256 x 256 | TDPM+ (TTrunc=99) | https://arxiv.org/abs/2202.09671v4 | NFE | 100 |
Image Generation | LSUN Churches 256 x 256 | INR-GAN-bil | https://arxiv.org/abs/2011.12026v2 | FID | 4.04 |
Image Generation | LSUN Churches 256 x 256 | Unleashing Transformers | https://arxiv.org/abs/2111.12701v1 | FID | 4.07 |
Image Generation | LSUN Churches 256 x 256 | StyleGAN | http://arxiv.org/abs/1812.04948v3 | FID | 4.21 |
Image Generation | LSUN Churches 256 x 256 | StyleGAN | http://arxiv.org/abs/1812.04948v3 | Clean-FID (trainfull) | 4.75 ± 0.01 |
Image Generation | LSUN Churches 256 x 256 | SWAGAN-Bi | https://arxiv.org/abs/2102.06108v1 | FID | 4.97 |
Image Generation | LSUN Churches 256 x 256 | WaveDiff | https://arxiv.org/abs/2211.16152v2 | FID | 5.06 |
Image Generation | LSUN Churches 256 x 256 | WaveDiff | https://arxiv.org/abs/2211.16152v2 | Recall | 0.40 |
Image Generation | LSUN Churches 256 x 256 | WaveDiff | https://arxiv.org/abs/2211.16152v2 | NFE | 4 |
Image Generation | LSUN Churches 256 x 256 | MSG-StyleGAN | https://arxiv.org/abs/1903.06048v4 | FID | 5.2 |
Image Generation | LSUN Churches 256 x 256 | MSG-StyleGAN | https://arxiv.org/abs/1903.06048v4 | Clean-FID (trainfull) | 5.38 ± 0.03 |
Image Generation | LSUN Churches 256 x 256 | DDGAN | https://arxiv.org/abs/2112.07804v2 | FID | 5.25 |
Image Generation | LSUN Churches 256 x 256 | LFM | https://arxiv.org/abs/2307.08698v1 | FID | 5.54 |
Image Generation | LSUN Churches 256 x 256 | PGGAN | http://arxiv.org/abs/1710.10196v3 | FID | 6.42 |
Image Generation | LSUN Churches 256 x 256 | PGGAN | http://arxiv.org/abs/1710.10196v3 | Clean-FID (trainfull) | 6.43 ± 0.05 |
Image Generation | LSUN Churches 256 x 256 | Denoising Diffusion Probabilistic Model | https://arxiv.org/abs/2006.11239v2 | FID | 7.89 |
Image Generation | LSUN Churches 256 x 256 | PNDM | https://arxiv.org/abs/2202.09778v2 | FID | 8.69 |
Image Generation | LSUN Churches 256 x 256 | TransGAN | https://arxiv.org/abs/2102.07074v4 | FID | 8.94 |
Image Generation | LSUN Churches 256 x 256 | VE (erel=0.01) | https://arxiv.org/abs/2105.14080v1 | FID | 26.46 |
Image Generation | LSUN Churches 256 x 256 | VE (erel=0.02) | https://arxiv.org/abs/2105.14080v1 | FID | 26.46 |
Image Generation | LSUN Churches 256 x 256 | BOSS | https://arxiv.org/abs/2312.16414v3 | clean-FID | 13.21 |
Image Generation | ImageNet 128x128 | SiD2 | https://arxiv.org/abs/2410.19324v2 | FID | 1.26 |
Image Generation | ImageNet 128x128 | PaGoDA | https://arxiv.org/abs/2405.14822v2 | FID | 1.48 |
Image Generation | ImageNet 128x128 | DisCo-Diff | https://arxiv.org/abs/2407.03300v1 | FID | 1.73 |
Image Generation | ImageNet 128x128 | VDM++ | null | FID | 1.75 |
Image Generation | ImageNet 128x128 | VDM++ | null | IS | 190.5 |
Image Generation | ImageNet 128x128 | StyleGAN-XL | https://arxiv.org/abs/2202.00273v2 | FID | 1.81 |
Image Generation | ImageNet 128x128 | Poly-INR | https://arxiv.org/abs/2303.11424v1 | FID | 2.08 |
Image Generation | ImageNet 128x128 | BIGRoC-gt (Guided-Diffusion) | https://arxiv.org/abs/2108.03702v4 | FID | 2.53 |
Image Generation | ImageNet 128x128 | BIGRoC-gt (Guided-Diffusion) | https://arxiv.org/abs/2108.03702v4 | IS | 169.73 |
Image Generation | ImageNet 128x128 | RIN | https://arxiv.org/abs/2212.11972v2 | FID | 2.75 |
Image Generation | ImageNet 128x128 | RIN | https://arxiv.org/abs/2212.11972v2 | IS | 144.1 |
Image Generation | ImageNet 128x128 | BIGRoC-pl (Guided-Diffusion) | https://arxiv.org/abs/2108.03702v4 | FID | 2.77 |
Image Generation | ImageNet 128x128 | BIGRoC-pl (Guided-Diffusion) | https://arxiv.org/abs/2108.03702v4 | IS | 150.43 |
Image Generation | ImageNet 128x128 | ADM-G | https://arxiv.org/abs/2105.05233v4 | FID | 2.97 |
Image Generation | ImageNet 128x128 | CDM | https://arxiv.org/abs/2106.15282v3 | FID | 3.52 |
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