Inpainting on BrushBench
6.366ASBrushNet
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| BrushNet2025.11 | 6.366 | — | 26.551 | 0.199 | 74 | 18.668 | 50.082 | 1.246 | 0.271 | |
| BLD-SD3.52025.11 | 6.072 | — | 27.262 | 0.169 | 85.4 | 18.234 | 51.661 | 1.211 | 0.267 | |
| SONIC2025.11 | 6.061 | — | 26.89 | 0.153 | 86.1 | 19.014 | 48.072 | 1.188 | 0.263 | |
| FLAIR2025.11 | 5.978 | — | 26.655 | 0.201 | 85.5 | 19.986 | 51.644 | 1.007 | 0.255 | |
| SDXL Turbo + InverFillNFEs=42026.03 | 5.95 | 27.03 | 28.25 | 0.133 | 81.5 | — | — | — | — | |
| SANA-Sprint 0.6B + InverFillNFEs=42026.03 | 5.92 | 27.15 | 28.38 | 0.134 | 77.4 | — | — | — | — | |
| SDXL TurboNFEs=42026.03 | 5.92 | 26.81 | 28.21 | 0.139 | 81.3 | — | — | — | — | |
| FlowDPS2025.11 | 5.909 | — | 27.045 | 0.36 | 77.5 | 18.269 | 67.731 | 0.895 | 0.248 | |
| SANA-Sprint 0.6B + InverFillNFEs=22026.03 | 5.89 | 27.17 | 28.43 | 0.138 | 77.1 | — | — | — | — | |
| FLAIRNumber of NFEs=4002025.11 | 5.878 | — | 26.455 | 0.19 | 85.5 | 20.154 | 51.535 | 1.025 | 0.255 | |
| FlowChefNumber of NFEs=4002025.11 | 5.877 | — | 26.767 | 0.161 | 85.3 | 18.688 | 52.281 | 1.025 | 0.256 | |
| FlowChef2025.11 | 5.826 | — | 26.68 | 0.161 | 85.6 | 18.711 | 53.568 | 0.975 | 0.253 | |
| FlowDPSNumber of NFEs=4002025.11 | 5.813 | — | 26.742 | 0.338 | 79.5 | 18.558 | 80.544 | 0.832 | 0.241 | |
| SANA-Sprint 0.6BNFEs=42026.03 | 5.79 | 26.83 | 28.31 | 0.14 | 77.4 | — | — | — | — | |
| SDXL Turbo + BrushNet + InverFillNFEs=42026.03 | 5.79 | 26.18 | 28.39 | 0.178 | 75.7 | — | — | — | — | |
| SANA-Sprint 0.6BNFEs=22026.03 | 5.77 | 26.78 | 28.26 | 0.144 | 76.9 | — | — | — | — | |
| SDXL Turbo + BrushNetNFEs=42026.03 | 5.76 | 26.05 | 28.41 | 0.185 | 75.5 | — | — | — | — |