Text-to-image generation on Stable Diffusion 1.4
0.9893CLIP Cosine SimilarityRBF-Solver
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RBF-SolverGuidance Scale=1.5, NFE=20, p=32026.03 | 0.9893 | 0.0503 | |
| RBF-SolverGuidance Scale=1.5, NFE=20, p=22026.03 | 0.9888 | 0.0521 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=202026.03 | 0.9878 | 0.0549 | |
| RBF-SolverGuidance Scale=1.5, NFE=15, p=32026.03 | 0.9814 | 0.072 | |
| RBF-SolverGuidance Scale=1.5, NFE=15, p=22026.03 | 0.981 | 0.0741 | |
| DPM-Solver++Guidance Scale=1.5, NFE=202026.03 | 0.98 | 0.078 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=152026.03 | 0.979 | 0.0799 | |
| RBF-SolverGuidance Scale=3.5, NFE=20, p=22026.03 | 0.9785 | 0.1284 | |
| RBF-SolverGuidance Scale=3.5, NFE=20, p=32026.03 | 0.978 | 0.1309 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=202026.03 | 0.9771 | 0.1327 | |
| RBF-SolverGuidance Scale=1.5, NFE=12, p=32026.03 | 0.9731 | 0.0932 | |
| RBF-SolverGuidance Scale=1.5, NFE=12, p=22026.03 | 0.9717 | 0.0976 | |
| DPM-Solver++Guidance Scale=3.5, NFE=202026.03 | 0.9702 | 0.1594 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=122026.03 | 0.9688 | 0.1045 | |
| DPM-Solver++Guidance Scale=1.5, NFE=152026.03 | 0.9688 | 0.1044 | |
| RBF-SolverGuidance Scale=3.5, NFE=15, p=22026.03 | 0.9663 | 0.1756 | |
| RBF-SolverGuidance Scale=3.5, NFE=15, p=32026.03 | 0.9663 | 0.1769 | |
| RBF-SolverGuidance Scale=5.5, NFE=20, p=22026.03 | 0.9663 | 0.2267 | |
| UniPC-B2(h)Guidance Scale=5.5, NFE=202026.03 | 0.9658 | 0.2259 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=152026.03 | 0.9648 | 0.178 | |
| RBF-SolverGuidance Scale=5.5, NFE=20, p=32026.03 | 0.9648 | 0.2333 | |
| RBF-SolverGuidance Scale=1.5, NFE=10, p=32026.03 | 0.9629 | 0.1174 | |
| DPM-Solver++Guidance Scale=5.5, NFE=202026.03 | 0.9619 | 0.2436 | |
| RBF-SolverGuidance Scale=1.5, NFE=10, p=22026.03 | 0.9614 | 0.1203 | |
| DPM-Solver++Guidance Scale=3.5, NFE=152026.03 | 0.9585 | 0.1986 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=102026.03 | 0.9575 | 0.1278 | |
| DPM-Solver++Guidance Scale=1.5, NFE=122026.03 | 0.957 | 0.1285 | |
| UniPC-B2(h)Guidance Scale=7.5, NFE=202026.03 | 0.9561 | 0.323 | |
| RBF-SolverGuidance Scale=7.5, NFE=20, p=22026.03 | 0.9561 | 0.3257 | |
| RBF-SolverGuidance Scale=3.5, NFE=12, p=22026.03 | 0.9551 | 0.2145 | |
| RBF-SolverGuidance Scale=7.5, NFE=20, p=32026.03 | 0.9551 | 0.3273 | |
| RBF-SolverGuidance Scale=3.5, NFE=12, p=32026.03 | 0.9546 | 0.2167 | |
| DPM-Solver++Guidance Scale=7.5, NFE=202026.03 | 0.9546 | 0.3276 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=122026.03 | 0.9536 | 0.2153 | |
| RBF-SolverGuidance Scale=5.5, NFE=15, p=22026.03 | 0.9531 | 0.2871 | |
| UniPC-B2(h)Guidance Scale=5.5, NFE=152026.03 | 0.9526 | 0.2847 | |
| RBF-SolverGuidance Scale=5.5, NFE=15, p=32026.03 | 0.9521 | 0.2896 | |
| DPM-Solver++Guidance Scale=5.5, NFE=152026.03 | 0.9502 | 0.2931 | |
| DPM-Solver++Guidance Scale=3.5, NFE=122026.03 | 0.9478 | 0.2304 | |
| RBF-SolverGuidance Scale=1.5, NFE=8, p=32026.03 | 0.9468 | 0.15 | |
| DPM-Solver++Guidance Scale=9.5, NFE=202026.03 | 0.9468 | 0.4108 | |
| RBF-SolverGuidance Scale=9.5, NFE=20, p=22026.03 | 0.9468 | 0.4152 | |
| RBF-SolverGuidance Scale=9.5, NFE=20, p=32026.03 | 0.9468 | 0.4142 | |
| UniPC-B2(h)Guidance Scale=9.5, NFE=202026.03 | 0.9463 | 0.4183 | |
| RBF-SolverGuidance Scale=1.5, NFE=8, p=22026.03 | 0.9453 | 0.1506 | |
| DPM-Solver++Guidance Scale=1.5, NFE=102026.03 | 0.9453 | 0.1505 | |
| RBF-SolverGuidance Scale=3.5, NFE=10, p=22026.03 | 0.9448 | 0.2462 | |
| RBF-SolverGuidance Scale=3.5, NFE=10, p=32026.03 | 0.9443 | 0.2488 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=102026.03 | 0.9434 | 0.246 | |
| RBF-SolverGuidance Scale=7.5, NFE=15, p=22026.03 | 0.9429 | 0.3878 | |
| RBF-SolverGuidance Scale=5.5, NFE=12, p=22026.03 | 0.9424 | 0.3302 | |
| DPM-Solver++Guidance Scale=7.5, NFE=152026.03 | 0.9424 | 0.3841 | |
| UniPC-B2(h)Guidance Scale=7.5, NFE=152026.03 | 0.9424 | 0.3874 | |
| RBF-SolverGuidance Scale=7.5, NFE=15, p=32026.03 | 0.9424 | 0.3869 | |
| UniPC-B2(h)Guidance Scale=5.5, NFE=122026.03 | 0.9419 | 0.3267 | |
| RBF-SolverGuidance Scale=5.5, NFE=12, p=32026.03 | 0.9409 | 0.3315 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=82026.03 | 0.9404 | 0.1589 | |
| DPM-Solver++Guidance Scale=5.5, NFE=122026.03 | 0.9399 | 0.33 | |
| DPM-Solver++Guidance Scale=3.5, NFE=102026.03 | 0.938 | 0.2567 | |
| DPM-Solver++Guidance Scale=9.5, NFE=152026.03 | 0.9346 | 0.4717 | |
| RBF-SolverGuidance Scale=9.5, NFE=15, p=22026.03 | 0.9346 | 0.4757 | |
| RBF-SolverGuidance Scale=9.5, NFE=15, p=32026.03 | 0.9341 | 0.4724 | |
| UniPC-B2(h)Guidance Scale=9.5, NFE=152026.03 | 0.9326 | 0.485 | |
| RBF-SolverGuidance Scale=5.5, NFE=10, p=22026.03 | 0.9321 | 0.3639 | |
| RBF-SolverGuidance Scale=7.5, NFE=12, p=22026.03 | 0.9321 | 0.431 | |
| UniPC-B2(h)Guidance Scale=5.5, NFE=102026.03 | 0.9316 | 0.3601 | |
| RBF-SolverGuidance Scale=5.5, NFE=10, p=32026.03 | 0.9316 | 0.3631 | |
| DPM-Solver++Guidance Scale=7.5, NFE=122026.03 | 0.9316 | 0.4255 | |
| RBF-SolverGuidance Scale=7.5, NFE=12, p=32026.03 | 0.9316 | 0.4265 | |
| UniPC-B2(h)Guidance Scale=7.5, NFE=122026.03 | 0.9312 | 0.4321 | |
| RBF-SolverGuidance Scale=3.5, NFE=8, p=22026.03 | 0.9302 | 0.2829 | |
| RBF-SolverGuidance Scale=3.5, NFE=8, p=32026.03 | 0.9302 | 0.2863 | |
| DPM-Solver++Guidance Scale=5.5, NFE=102026.03 | 0.9297 | 0.36 | |
| UniPC-B2(h)Guidance Scale=3.5, NFE=82026.03 | 0.9287 | 0.2823 | |
| DPM-Solver++Guidance Scale=1.5, NFE=82026.03 | 0.9263 | 0.1801 | |
| RBF-SolverGuidance Scale=9.5, NFE=12, p=22026.03 | 0.9238 | 0.5193 | |
| RBF-SolverGuidance Scale=9.5, NFE=12, p=32026.03 | 0.9238 | 0.5147 | |
| DPM-Solver++Guidance Scale=3.5, NFE=82026.03 | 0.9233 | 0.2887 | |
| RBF-SolverGuidance Scale=7.5, NFE=10, p=22026.03 | 0.9233 | 0.4624 | |
| DPM-Solver++Guidance Scale=9.5, NFE=122026.03 | 0.9233 | 0.5169 | |
| DPM-Solver++Guidance Scale=7.5, NFE=102026.03 | 0.9224 | 0.4576 | |
| RBF-SolverGuidance Scale=7.5, NFE=10, p=32026.03 | 0.9224 | 0.4592 | |
| UniPC-B2(h)Guidance Scale=7.5, NFE=102026.03 | 0.9214 | 0.4671 | |
| UniPC-B2(h)Guidance Scale=9.5, NFE=122026.03 | 0.9209 | 0.5337 | |
| RBF-SolverGuidance Scale=1.5, NFE=6, p=32026.03 | 0.9199 | 0.1905 | |
| RBF-SolverGuidance Scale=5.5, NFE=8, p=22026.03 | 0.9194 | 0.4018 | |
| UniPC-B2(h)Guidance Scale=5.5, NFE=82026.03 | 0.9189 | 0.3978 | |
| RBF-SolverGuidance Scale=5.5, NFE=8, p=32026.03 | 0.9189 | 0.3989 | |
| DPM-Solver++Guidance Scale=5.5, NFE=82026.03 | 0.917 | 0.3949 | |
| RBF-SolverGuidance Scale=1.5, NFE=6, p=22026.03 | 0.9165 | 0.1926 | |
| RBF-SolverGuidance Scale=9.5, NFE=10, p=22026.03 | 0.915 | 0.5487 | |
| DPM-Solver++Guidance Scale=9.5, NFE=102026.03 | 0.9146 | 0.5525 | |
| RBF-SolverGuidance Scale=9.5, NFE=10, p=32026.03 | 0.9146 | 0.5462 | |
| UniPC-B2(h)Guidance Scale=9.5, NFE=102026.03 | 0.9111 | 0.5715 | |
| RBF-SolverGuidance Scale=3.5, NFE=6, p=32026.03 | 0.9106 | 0.3276 | |
| RBF-SolverGuidance Scale=7.5, NFE=8, p=22026.03 | 0.9106 | 0.5002 | |
| RBF-SolverGuidance Scale=3.5, NFE=6, p=22026.03 | 0.9097 | 0.3239 | |
| DPM-Solver++Guidance Scale=7.5, NFE=82026.03 | 0.9097 | 0.4963 | |
| RBF-SolverGuidance Scale=7.5, NFE=8, p=32026.03 | 0.9097 | 0.4956 | |
| UniPC-B2(h)Guidance Scale=1.5, NFE=62026.03 | 0.9092 | 0.203 |