Text-to-image generation on Stable Diffusion v1.4
0.0503RMSE LossRBF-Solver p=3
Evaluation results
| Method | Links | |
|---|---|---|
| RBF-Solver p=3Guidance Scale=1.5, NFE=202026.03 | 0.0503 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=202026.03 | 0.0503 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=202026.03 | 0.0521 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=202026.03 | 0.0521 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=202026.03 | 0.0549 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=202026.03 | 0.0549 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=152026.03 | 0.072 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=152026.03 | 0.072 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=152026.03 | 0.0741 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=152026.03 | 0.0741 | |
| DPM-Solver++Guidance Scale=1.5, NFE=202026.03 | 0.078 | |
| DPM-Solver++Guidance Scale=1.5, NFE=202026.03 | 0.078 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=152026.03 | 0.0799 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=152026.03 | 0.0799 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=122026.03 | 0.0932 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=122026.03 | 0.0932 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=122026.03 | 0.0976 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=122026.03 | 0.0976 | |
| DPM-Solver++Guidance Scale=1.5, NFE=152026.03 | 0.1044 | |
| DPM-Solver++Guidance Scale=1.5, NFE=152026.03 | 0.1044 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=122026.03 | 0.1045 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=122026.03 | 0.1045 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=102026.03 | 0.1174 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=102026.03 | 0.1174 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=102026.03 | 0.1203 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=102026.03 | 0.1203 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=102026.03 | 0.1278 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=102026.03 | 0.1278 | |
| RBF-Solver p=2Guidance Scale=3.5, NFE=202026.03 | 0.1284 | |
| RBF-Solver p=2Guidance Scale=3.5, NFE=202026.03 | 0.1284 | |
| DPM-Solver++Guidance Scale=1.5, NFE=122026.03 | 0.1285 | |
| DPM-Solver++Guidance Scale=1.5, NFE=122026.03 | 0.1285 | |
| RBF-Solver p=3Guidance Scale=3.5, NFE=202026.03 | 0.1309 | |
| RBF-Solver p=3Guidance Scale=3.5, NFE=202026.03 | 0.1309 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=202026.03 | 0.1327 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=202026.03 | 0.1327 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=82026.03 | 0.15 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=82026.03 | 0.15 | |
| DPM-Solver++Guidance Scale=1.5, NFE=102026.03 | 0.1505 | |
| DPM-Solver++Guidance Scale=1.5, NFE=102026.03 | 0.1505 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=82026.03 | 0.1506 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=82026.03 | 0.1506 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=82026.03 | 0.1589 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=82026.03 | 0.1589 | |
| DPM-Solver++Guidance Scale=3.5, NFE=202026.03 | 0.1594 | |
| DPM-Solver++Guidance Scale=3.5, NFE=202026.03 | 0.1594 | |
| RBF-Solver p=2Guidance Scale=3.5, NFE=152026.03 | 0.1756 | |
| RBF-Solver p=2Guidance Scale=3.5, NFE=152026.03 | 0.1756 | |
| RBF-Solver p=3Guidance Scale=3.5, NFE=152026.03 | 0.1769 | |
| RBF-Solver p=3Guidance Scale=3.5, NFE=152026.03 | 0.1769 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=152026.03 | 0.178 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=152026.03 | 0.178 | |
| DPM-Solver++Guidance Scale=1.5, NFE=82026.03 | 0.1801 | |
| DPM-Solver++Guidance Scale=1.5, NFE=82026.03 | 0.1801 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=62026.03 | 0.1905 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=62026.03 | 0.1905 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=62026.03 | 0.1926 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=62026.03 | 0.1926 | |
| DPM-Solver++Guidance Scale=3.5, NFE=152026.03 | 0.1986 | |
| DPM-Solver++Guidance Scale=3.5, NFE=152026.03 | 0.1986 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=62026.03 | 0.203 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=62026.03 | 0.203 | |
| RBF-Solver p=2Guidance Scale=3.5, NFE=122026.03 | 0.2145 | |
| RBF-Solver p=2Guidance Scale=3.5, NFE=122026.03 | 0.2145 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=122026.03 | 0.2153 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=122026.03 | 0.2153 | |
| RBF-Solver p=3Guidance Scale=3.5, NFE=122026.03 | 0.2167 | |
| RBF-Solver p=3Guidance Scale=3.5, NFE=122026.03 | 0.2167 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=52026.03 | 0.2202 | |
| RBF-Solver p=3Guidance Scale=1.5, NFE=52026.03 | 0.2202 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=52026.03 | 0.224 | |
| RBF-Solver p=2Guidance Scale=1.5, NFE=52026.03 | 0.224 | |
| DPM-Solver++Guidance Scale=1.5, NFE=62026.03 | 0.2252 | |
| DPM-Solver++Guidance Scale=1.5, NFE=62026.03 | 0.2252 | |
| UniPC-B2(h)Guidance Scale=5.5, NFE=202026.03 | 0.2259 | |
| UniPC-B2(h)Guidance Scale=5.5, NFE=202026.03 | 0.2259 | |
| RBF-Solver p=2Guidance Scale=5.5, NFE=202026.03 | 0.2267 | |
| RBF-Solver p=2Guidance Scale=5.5, NFE=202026.03 | 0.2267 | |
| DPM-Solver++Guidance Scale=3.5, NFE=122026.03 | 0.2304 | |
| DPM-Solver++Guidance Scale=3.5, NFE=122026.03 | 0.2304 | |
| RBF-Solver p=3Guidance Scale=5.5, NFE=202026.03 | 0.2333 | |
| RBF-Solver p=3Guidance Scale=5.5, NFE=202026.03 | 0.2333 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=52026.03 | 0.2363 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=52026.03 | 0.2363 | |
| DPM-Solver++Guidance Scale=5.5, NFE=202026.03 | 0.2436 | |
| DPM-Solver++Guidance Scale=5.5, NFE=202026.03 | 0.2436 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=102026.03 | 0.246 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=102026.03 | 0.246 | |
| RBF-Solver p=2Guidance Scale=3.5, NFE=102026.03 | 0.2462 | |
| RBF-Solver p=2Guidance Scale=3.5, NFE=102026.03 | 0.2462 | |
| RBF-Solver p=3Guidance Scale=3.5, NFE=102026.03 | 0.2488 | |
| RBF-Solver p=3Guidance Scale=3.5, NFE=102026.03 | 0.2488 | |
| DPM-Solver++Guidance Scale=3.5, NFE=102026.03 | 0.2567 | |
| DPM-Solver++Guidance Scale=3.5, NFE=102026.03 | 0.2567 | |
| DPM-Solver++Guidance Scale=1.5, NFE=52026.03 | 0.2605 | |
| DPM-Solver++Guidance Scale=1.5, NFE=52026.03 | 0.2605 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=82026.03 | 0.2823 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=82026.03 | 0.2823 | |
| RBF-Solver p=2Guidance Scale=3.5, NFE=82026.03 | 0.2829 | |
| RBF-Solver p=2Guidance Scale=3.5, NFE=82026.03 | 0.2829 |