Unconditional Image Generation on ImageNet-1k 256x256 (val)
1.51FIDDMF-XL/2+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DMF-XL/2+NFE=4, #Params=675M, CFG=False2026.01 | 1.51 | — | — | |
| DMF-XL/2+NFE=2, #Params=675M, CFG=False2026.01 | 1.64 | — | — | |
| MFM-XL/2NFE=4, #Params=683M, CFG=False2026.01 | 1.97 | — | — | |
| DMF-XL/2+NFE=1, #Params=675M, CFG=False2026.01 | 2.16 | — | — | |
| MF-XL/2+NFE=2, #Params=676M, CFG=False2026.01 | 2.2 | — | — | |
| MFM-XL/2NFE=2, #Params=683M, CFG=False2026.01 | 2.4 | — | — | |
| IMM-XL/2NFE=2 x 4, #Params=676M, CFG=True2026.01 | 2.51 | — | — | |
| MF-XL/2+NFE=1, #Params=676M, CFG=False2026.01 | 3.43 | — | — | |
| MFM-XL/2NFE=1, #Params=683M, CFG=False2026.01 | 3.72 | — | — | |
| IMM-XL/2NFE=2 x 2, #Params=676M, CFG=True2026.01 | 3.99 | — | — | |
| IMM-XL/2NFE=2 x 1, #Params=676M, CFG=True2026.01 | 7.77 | — | — | |
| Shortcut-XL/2NFE=4, #Params=676M, CFG=False2026.01 | 7.8 | — | — | |
| Shortcut-XL/2NFE=1, #Params=676M, CFG=False2026.01 | 10.6 | — | — | |
| Nested Diffusion (L=5)GFlops=34.0, Conditioning=Unconditional2024.12 | 11.1 | — | — | |
| JiTEpochs=802026.02 | — | 53.26 | 44.8 | |
| JiT+REPAEpochs=802026.02 | — | 35.04 | 24.4 | |
| LF-DiTEpochs=80, Tokenizer=DINOv22026.02 | — | 20.44 | 13.36 | |
| LF-DiTEpochs=80, Tokenizer=D2V22026.02 | — | 20.99 | 15.56 |