Multi-effect Image Generation on EffectBench
0.727CLIP ScoreCollectionLoRA
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CollectionLoRASetting=50 Effects in 1, NFE=82026.05 | 0.727 | 0.425 | 0.6 | 4.38 | 1.052 | 8.7 | |
| BaseSetting=Single Effect, NFE=40 × 22026.05 | 0.726 | 0.434 | 0.611 | 4.075 | 1.007 | 14.1 | |
| Base+LightningSetting=Single Effect, NFE=82026.05 | 0.717 | 0.441 | 0.612 | 3.901 | 0.986 | 16.8 | |
| FM + LightningSetting=50 Effects in 1, NFE=82026.05 | 0.703 | 0.468 | 0.611 | 4.15 | 0.929 | 21.7 |