ImageNet 256Γ256 imagenet-256-256 Leaderboard
Auto-discovered from papers reporting ImageNet 256Γ256 (FID). Β· Metric: FID (lower is better) Β· π’ Updated 70 min ago
| # | Model | FID | Paper |
|---|---|---|---|
| 1 | RAE + DiT-XL/2 | 1.13 | link |
| 2 | RAE+DiT-XL/2 | 1.13 | link |
| 3 | LightningDiT-XL/2 | 1.35 | link |
| 4 | SiD2, Flop Heavy | 1.38 | link |
| 5 | SiD2, UViT/1 | 1.38 | link |
| 6 | SiT-XL/2 + REPA | 1.42 | link |
| 7 | SiT-XL/2+REPA | 1.42 | link |
| 8 | Drifting Model, L/2 | 1.54 | link |
| 9 | MAR-H | 1.55 | link |
| 10 | Drifting Model, L/16 | 1.61 | link |
| 11 | PixelDiT/16 | 1.61 | link |
| 12 | PixelDiT-XL/16 | 1.61 | link |
| 13 | SiT-XL/2 CAR-Flow Joint+cfg=1.5 | 1.68 | link |
| 14 | iMeanFlow-XL/2 | 1.72 | link |
| 15 | iMF-XL/2 | 1.72 | link |
| 16 | SiD2, UViT/2 | 1.73 | link |
| 17 | Drifting Model, B/2 | 1.75 | link |
| 18 | Drifting Model, B/16 | 1.76 | link |
| 19 | JiT-G/16 | 1.82 | link |
| 20 | VAR-d30 | 1.92 | link |
| 21 | REPA SiT-XL/2 + Using ΞFM | 1.97 | link |
| 22 | SiT-XL/2 | 2.06 | link |
| 23 | SiT-XL/2 cfg=1.5 | 2.07 | link |
| 24 | REPA SiT-XL/2 | 2.09 | link |
| 25 | VDM++ | 2.12 | link |
| 26 | VDM++, UViT/2 | 2.12 | link |
| 27 | pMF-H/16 (ours) | 2.22 | link |
| 28 | DiT-XL/2 | 2.27 | link |
| 29 | StyleGAN-XL | 2.30 | link |
| 30 | AdvFlow-XL/2 | 2.38 | link |
| 31 | SiD, UViT | 2.44 | link |
| 32 | SiD, UViT/2 | 2.44 | link |
| 33 | pMF-L/16 (ours) | 2.52 | link |
| 34 | SimDiff | 2.77 | link |
| 35 | pMF-B/16 (ours) | 3.12 | link |
| 36 | MeanFlow-XL/2 | 3.43 | link |
| 37 | GigaGAN | 3.45 | link |
| 38 | Patch Size 16, Hidden Size 768Γ2 | 3.46 | link |
| 39 | Patch Size 16, Hidden Size 768Γ3 | 3.53 | link |
| 40 | LDM-4-G | 3.60 | link |
| 41 | Patch Size 16, Hidden Size 768Γ1.5 | 3.80 | link |
| 42 | MeanFlow-L/2 | 3.84 | link |
| 43 | Patch Size 8, Hidden Size 768 | 4.01 | link |
| 44 | Patch Size 16, Hidden Size 768 | 4.22 | link |
| 45 | ADM-G | 4.59 | link |
| 46 | MeanFlow-M/2 | 5.01 | link |
| 47 | MeanFlow-B/2 | 6.17 | link |
| 48 | MaskGIT | 6.18 | link |
| 49 | BigGAN | 6.95 | link |
| 50 | BigGAN-deep | 6.95 | link |
| 51 | iMM-XL/2 (Zhou et al., 2025) | 7.77 | link |
| 52 | EPG-L/16 | 8.82 | link |
| 53 | Shortcut-XL/2 (Frans et al., 2025) | 10.60 | link |
| 54 | ADM | 10.94 | link |
| 55 | SiT-XL/2 CAR-Flow Joint | 13.91 | link |
| 56 | SiT-XL/2 CAR-Flow Target-only | 14.44 | link |
| 57 | SiT-XL/2 CAR-Flow Source-only | 15.15 | link |
| 58 | MIND-B(Our) | 22.73 | link |
| 59 | DiT-L/2 | 23.33 | link |
| 60 | AR w/ VQGAN | 26.52 | link |
| 61 | SiT-B/2 | 33.02 | link |
| 62 | iCT-XL/2 (Song and Dhariwal, 2024) | 34.24 | link |
| 63 | MIND-S(Our) | 40.72 | link |
| 64 | DiT-B/2 | 43.47 | link |
| 65 | eMIGM-S | 44.47 | link |
| 66 | SiT-S/2 | 57.64 | link |
| 67 | DiT-S/2 | 68.40 | link |