Image Inpainting on MagicBrush
4.2IR ScoreSDXL Turbo + BrushNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SDXL Turbo + BrushNetType=Few-step, NFEs=4, Runtime=0.702026.03 | 4.2 | 24.92 | 5.2 | 25.62 | |
| SDXL Turbo + BrushNet + InverFillType=Few-step, NFEs=4, Runtime=0.74 (+0.04)2026.03 | 4.15 | 25.1 | 5.23 | 25.68 | |
| SDXL + BrushNetType=Multi-step, NFEs=30, Runtime=4.312026.03 | 3.94 | 24.28 | 5.46 | 25.6 | |
| SDXL-InpaintingType=Multi-step, NFEs=30, Runtime=3.352026.03 | 3.91 | 24.13 | 5.51 | 25.5 | |
| SDXL Turbo + InverFillType=Few-step, NFEs=4, Runtime=0.70 (+0.04)2026.03 | 3.75 | 25.84 | 5.48 | 26.08 | |
| SANA 0.6BType=Multi-step, NFEs=20, Runtime=1.182026.03 | 3.68 | 24.11 | 5.48 | 25.93 | |
| HD-PainterType=Multi-step, NFEs=30, Runtime=23.452026.03 | 3.59 | 24.6 | 5.65 | 25.87 | |
| SDXL TurboType=Few-step, NFEs=4, Runtime=0.662026.03 | 3.51 | 25.76 | 5.46 | 25.79 | |
| SANA-Sprint 0.6B + InverFillType=Few-step, NFEs=4, Runtime=0.51 (+0.06)2026.03 | 3.14 | 25.47 | 5.43 | 25.74 | |
| SANA-Sprint 0.6B + InverFillType=Few-step, NFEs=2, Runtime=0.43 (+0.06)2026.03 | 3.04 | 25.37 | 5.42 | 25.71 | |
| SANA-Sprint 0.6BType=Few-step, NFEs=4, Runtime=0.452026.03 | 2.56 | 25.12 | 5.37 | 25.63 | |
| SANA-Sprint 0.6BType=Few-step, NFEs=2, Runtime=0.372026.03 | 2.55 | 25.07 | 5.32 | 25.67 |