Image Generation on LAION-5B
13.06FIDPeRFlow
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PeRFlowSampling Steps=8, Base Model=SDXL2024.05 | 13.06 | — | — | — | — | |
| PeRFlowSampling Steps=4, Base Model=SDXL2024.05 | 13.3 | — | — | — | — | |
| LCM-LoRASampling Steps=8, Base Model=SDXL2024.05 | 13.31 | — | — | — | — | |
| LCM-LoRASampling Steps=4, Base Model=SDXL2024.05 | 13.66 | — | — | — | — | |
| LightningSampling Steps=8, Base Model=SDXL2024.05 | 14.37 | — | — | — | — | |
| LightningSampling Steps=4, Base Model=SDXL2024.05 | 15.47 | — | — | — | — | |
| FouriScaleFine-tuning friendly=No2026.05 | — | 7.47 | 0.0035 | 11.82 | 0.0026 | |
| Kernel Interpolation (bicubic)Fine-tuning friendly=Yes2026.05 | — | 8.67 | 0.004 | 14.59 | 0.0034 | |
| Kernel Interpolation (bilinear)Fine-tuning friendly=Yes2026.05 | — | 9.42 | 0.0045 | 16.57 | 0.0045 | |
| ScaleCrafterFine-tuning friendly=No2026.05 | — | 7.92 | 0.0038 | 12.23 | 0.0028 |