Text-to-image generation on Stable Diffusion 10k samples v1.4 (test)
0.0356RMSE LossDC-Solver
Evaluation Results
| Method | Links | |
|---|---|---|
| DC-SolverOrder=3, Guidance Scale=1.5, NFE=202026.03 | 0.0356 | |
| DPM-Solver-v3Order=2, Guidance Scale=1.5, NFE=202026.03 | 0.0381 | |
| RBF-SolverOrder=3, Guidance Scale=1.5, NFE=202026.03 | 0.0503 | |
| RBF-SolverOrder=2, Guidance Scale=1.5, NFE=202026.03 | 0.0521 | |
| DC-SolverOrder=3, Guidance Scale=1.5, NFE=152026.03 | 0.0576 | |
| DPM-Solver-v3Order=2, Guidance Scale=1.5, NFE=152026.03 | 0.0584 | |
| DPM-Solver-v3Order=2, Guidance Scale=1.5, NFE=122026.03 | 0.0806 | |
| DC-SolverOrder=3, Guidance Scale=1.5, NFE=122026.03 | 0.081 | |
| DPM-Solver-v3Order=2, Guidance Scale=1.5, NFE=102026.03 | 0.104 | |
| DC-SolverOrder=3, Guidance Scale=1.5, NFE=102026.03 | 0.1101 | |
| RBF-SolverOrder=2, Guidance Scale=3.5, NFE=202026.03 | 0.1284 | |
| DC-SolverOrder=3, Guidance Scale=3.5, NFE=202026.03 | 0.1288 | |
| RBF-SolverOrder=3, Guidance Scale=3.5, NFE=202026.03 | 0.1309 | |
| DPM-Solver-v3Order=2, Guidance Scale=1.5, NFE=82026.03 | 0.1344 | |
| DC-SolverOrder=3, Guidance Scale=1.5, NFE=82026.03 | 0.1441 | |
| DPM-Solver-v3Order=2, Guidance Scale=1.5, NFE=62026.03 | 0.1756 | |
| DC-SolverOrder=3, Guidance Scale=1.5, NFE=62026.03 | 0.1893 | |
| DPM-Solver-v3Order=2, Guidance Scale=1.5, NFE=52026.03 | 0.2019 | |
| DC-SolverOrder=3, Guidance Scale=1.5, NFE=52026.03 | 0.218 | |
| RBF-SolverOrder=3, Guidance Scale=1.5, NFE=52026.03 | 0.2202 | |
| RBF-SolverOrder=2, Guidance Scale=1.5, NFE=52026.03 | 0.224 | |
| RBF-SolverOrder=2, Guidance Scale=5.5, NFE=202026.03 | 0.2267 | |
| RBF-SolverOrder=3, Guidance Scale=5.5, NFE=202026.03 | 0.2333 | |
| DC-SolverOrder=3, Guidance Scale=5.5, NFE=202026.03 | 0.236 | |
| DPM-Solver-v3Order=2, Guidance Scale=7.5, NFE=202026.03 | 0.3229 | |
| RBF-SolverOrder=2, Guidance Scale=7.5, NFE=202026.03 | 0.3257 | |
| RBF-SolverOrder=3, Guidance Scale=7.5, NFE=202026.03 | 0.3273 | |
| DC-SolverOrder=3, Guidance Scale=3.5, NFE=52026.03 | 0.3472 | |
| RBF-SolverOrder=2, Guidance Scale=3.5, NFE=52026.03 | 0.3474 | |
| RBF-SolverOrder=3, Guidance Scale=3.5, NFE=52026.03 | 0.3493 | |
| DC-SolverOrder=3, Guidance Scale=7.5, NFE=202026.03 | 0.3539 | |
| RBF-SolverOrder=3, Guidance Scale=9.5, NFE=202026.03 | 0.4142 | |
| RBF-SolverOrder=2, Guidance Scale=9.5, NFE=202026.03 | 0.4152 | |
| DC-SolverOrder=3, Guidance Scale=9.5, NFE=202026.03 | 0.4577 | |
| RBF-SolverOrder=3, Guidance Scale=5.5, NFE=52026.03 | 0.4647 | |
| RBF-SolverOrder=2, Guidance Scale=5.5, NFE=52026.03 | 0.4659 | |
| DC-SolverOrder=3, Guidance Scale=5.5, NFE=52026.03 | 0.4663 | |
| RBF-SolverOrder=3, Guidance Scale=7.5, NFE=52026.03 | 0.5655 | |
| RBF-SolverOrder=2, Guidance Scale=7.5, NFE=52026.03 | 0.5664 | |
| DC-SolverOrder=3, Guidance Scale=7.5, NFE=52026.03 | 0.584 | |
| DPM-Solver-v3Order=2, Guidance Scale=7.5, NFE=52026.03 | 0.6252 | |
| RBF-SolverOrder=3, Guidance Scale=9.5, NFE=52026.03 | 0.6661 | |
| RBF-SolverOrder=2, Guidance Scale=9.5, NFE=52026.03 | 0.6666 | |
| DC-SolverOrder=3, Guidance Scale=9.5, NFE=52026.03 | 0.7142 |