Image Generation on Sub-IN 512x512 (test)
21.3FIDDyDi-LiT-L
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DyDi-LiT-LCFG=4.0, GFLOPs=98.552026.01 | 21.3 | 5.77 | 0.0039 | 0.0007 | 59.77 | 71.42 | 20.32 | |
| Sana-LCFG=4.0, GFLOPs=98.462026.01 | 21.86 | 6.4 | 0.003 | 0.0011 | 58.09 | 69.43 | 22.12 | |
| DiT-LCFG=4.0, GFLOPs=106.422026.01 | 22.71 | 6.32 | 0.0029 | 0.001 | 54 | 63.93 | 24.02 | |
| EDiTCFG=4.0, GFLOPs=96.172026.01 | 29.9 | 5.95 | 0.0041 | 0.0008 | 49.07 | 45.91 | 24.24 | |
| DiG-LCFG=4.0, GFLOPs=94.152026.01 | 34.29 | 6.81 | 0.0067 | 0.001 | 45.31 | 48.2 | 25.77 | |
| PixArt-Σ-LCFG=4.0, GFLOPs=97.382026.01 | 45.54 | 7.64 | 0.0128 | 0.0013 | 35.5 | 40.78 | 28.78 | |
| DyDi-LiT-LCFG=1.0, GFLOPs=98.552026.01 | 71.79 | 5.1 | 0.0542 | 0.0014 | 23.73 | 31.52 | 59.89 | |
| Sana-LCFG=1.0, GFLOPs=98.462026.01 | 82.3 | 5.73 | 0.0658 | 0.0018 | 21.47 | 28.52 | 56.08 | |
| DiT-LCFG=1.0, GFLOPs=106.422026.01 | 88.17 | 6.37 | 0.0723 | 0.0023 | 19.47 | 26.58 | 54.9 | |
| PixArt-Σ-LCFG=1.0, GFLOPs=97.382026.01 | 122.84 | 9.96 | 0.1065 | 0.0044 | 13.01 | 20.75 | 38.07 | |
| DiG-LCFG=1.0, GFLOPs=94.152026.01 | 134.79 | 13.13 | 0.1241 | 0.0047 | 12.84 | 18.2 | 44.8 | |
| EDiTCFG=1.0, GFLOPs=96.172026.01 | 144.85 | 18.56 | 0.1082 | 0.0102 | 9.24 | 18.38 | 26.39 |