Unconditional Image Generation on ImageNet (train val)
8.72FIDDiT-XL/2-256
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DiT-XL/2-256Image Resolution=256, Conditioning=false2024.11 | 8.72 | 69 | 76 | 70 | 84 | 58.15 | 0.33 | |
| DiT-XL/2-512Image Resolution=512, Conditioning=false2024.11 | 9.54 | 70 | 73 | 72 | 82 | 55.17 | 0.34 | |
| MAR-B-256Image Resolution=256, Conditioning=false2024.11 | 10.36 | 72 | 71 | 72 | 75 | 55.78 | 0.38 | |
| MAR-L-256Image Resolution=256, Conditioning=false2024.11 | 10.36 | 72 | 71 | 73 | 75 | 55.95 | 0.38 | |
| MAR-H-256Image Resolution=256, Conditioning=false2024.11 | 10.36 | 72 | 71 | 74 | 76 | 55.82 | 0.38 | |
| ADM-256Image Resolution=256, Conditioning=false2024.11 | 30.3 | 57 | 73 | 41 | 40 | 36.18 | 0.2 | |
| LDM-256Image Resolution=256, Conditioning=false2024.11 | 37.39 | 61 | 68 | 45 | 28 | 30.83 | 0.16 | |
| EDM-2-XS-512Image Resolution=512, Conditioning=false2024.11 | 75.02 | 42 | 63 | 25 | 13 | 26.95 | 0.09 | |
| EDM-2-M-512Image Resolution=512, Conditioning=false2024.11 | 107.45 | 36 | 61 | 19 | 9 | 22.19 | 0.06 | |
| EDM-2-L-512Image Resolution=512, Conditioning=false2024.11 | 118.87 | 23 | 51 | 11 | 6 | 22.89 | 0.03 | |
| EDM-2-S-512Image Resolution=512, Conditioning=false2024.11 | 122.48 | 33 | 42 | 16 | 7 | 21.34 | 0.04 | |
| EDM-2-XXL-512Image Resolution=512, Conditioning=false2024.11 | 124.29 | 33 | 60 | 17 | 7 | 21.52 | 0.05 | |
| EDM-2-XL-512Image Resolution=512, Conditioning=false2024.11 | 141.74 | 25 | 45 | 12 | 6 | 20.04 | 0.03 |