Conditional Image Generation on ImageNet 256x256 Guided-Diffusion (10k samples)
7.23FIDDPM-Solver-v3
Evaluation results
| Method | Links | |
|---|---|---|
| DPM-Solver-v3Guidance Scale=2.0, NFE=25, Solver Order=22026.03 | 7.23 | |
| RBF-SolverGuidance Scale=2.0, NFE=25, Solver Order=22026.03 | 7.31 | |
| RBF-SolverGuidance Scale=2.0, NFE=25, Solver Order=32026.03 | 7.31 | |
| DPM-Solver-v3Guidance Scale=2.0, NFE=20, Solver Order=22026.03 | 7.35 | |
| RBF-SolverGuidance Scale=2.0, NFE=20, Solver Order=22026.03 | 7.43 | |
| RBF-SolverGuidance Scale=2.0, NFE=20, Solver Order=32026.03 | 7.45 | |
| DC-SolverGuidance Scale=2.0, NFE=20, Solver Order=32026.03 | 7.46 | |
| DC-SolverGuidance Scale=2.0, NFE=25, Solver Order=32026.03 | 7.47 | |
| DPM-Solver-v3Guidance Scale=2.0, NFE=15, Solver Order=22026.03 | 7.61 | |
| DC-SolverGuidance Scale=2.0, NFE=15, Solver Order=32026.03 | 7.61 | |
| RBF-SolverGuidance Scale=2.0, NFE=15, Solver Order=22026.03 | 7.71 | |
| DPM-Solver-v3Guidance Scale=2.0, NFE=12, Solver Order=22026.03 | 7.74 | |
| DC-SolverGuidance Scale=2.0, NFE=12, Solver Order=32026.03 | 7.77 | |
| RBF-SolverGuidance Scale=2.0, NFE=15, Solver Order=32026.03 | 7.78 | |
| RBF-SolverGuidance Scale=2.0, NFE=12, Solver Order=22026.03 | 7.87 | |
| DC-SolverGuidance Scale=4.0, NFE=20, Solver Order=32026.03 | 7.99 | |
| RBF-SolverGuidance Scale=4.0, NFE=25, Solver Order=22026.03 | 8.01 | |
| RBF-SolverGuidance Scale=4.0, NFE=25, Solver Order=32026.03 | 8.02 | |
| DPM-Solver-v3Guidance Scale=4.0, NFE=25, Solver Order=22026.03 | 8.03 | |
| DC-SolverGuidance Scale=4.0, NFE=25, Solver Order=32026.03 | 8.03 | |
| DPM-Solver-v3Guidance Scale=2.0, NFE=10, Solver Order=22026.03 | 8.05 | |
| RBF-SolverGuidance Scale=2.0, NFE=12, Solver Order=32026.03 | 8.05 | |
| DPM-Solver-v3Guidance Scale=4.0, NFE=20, Solver Order=22026.03 | 8.06 | |
| RBF-SolverGuidance Scale=4.0, NFE=20, Solver Order=22026.03 | 8.08 | |
| RBF-SolverGuidance Scale=4.0, NFE=20, Solver Order=32026.03 | 8.11 | |
| DC-SolverGuidance Scale=4.0, NFE=12, Solver Order=32026.03 | 8.18 | |
| DC-SolverGuidance Scale=4.0, NFE=15, Solver Order=32026.03 | 8.18 | |
| DC-SolverGuidance Scale=2.0, NFE=10, Solver Order=32026.03 | 8.19 | |
| DPM-Solver-v3Guidance Scale=4.0, NFE=15, Solver Order=22026.03 | 8.23 | |
| RBF-SolverGuidance Scale=4.0, NFE=15, Solver Order=32026.03 | 8.26 | |
| RBF-SolverGuidance Scale=2.0, NFE=10, Solver Order=22026.03 | 8.28 | |
| RBF-SolverGuidance Scale=4.0, NFE=15, Solver Order=22026.03 | 8.35 | |
| RBF-SolverGuidance Scale=2.0, NFE=10, Solver Order=32026.03 | 8.4 | |
| DPM-Solver-v3Guidance Scale=4.0, NFE=12, Solver Order=22026.03 | 8.48 | |
| RBF-SolverGuidance Scale=4.0, NFE=12, Solver Order=32026.03 | 8.52 | |
| RBF-SolverGuidance Scale=4.0, NFE=12, Solver Order=22026.03 | 8.58 | |
| DC-SolverGuidance Scale=6.0, NFE=25, Solver Order=32026.03 | 8.75 | |
| DPM-Solver-v3Guidance Scale=2.0, NFE=8, Solver Order=22026.03 | 8.79 | |
| RBF-SolverGuidance Scale=6.0, NFE=25, Solver Order=22026.03 | 8.79 | |
| RBF-SolverGuidance Scale=6.0, NFE=20, Solver Order=32026.03 | 8.79 | |
| RBF-SolverGuidance Scale=6.0, NFE=25, Solver Order=32026.03 | 8.8 | |
| DPM-Solver-v3Guidance Scale=6.0, NFE=25, Solver Order=22026.03 | 8.82 | |
| RBF-SolverGuidance Scale=4.0, NFE=10, Solver Order=32026.03 | 8.83 | |
| DC-SolverGuidance Scale=6.0, NFE=15, Solver Order=32026.03 | 8.86 | |
| DC-SolverGuidance Scale=6.0, NFE=20, Solver Order=32026.03 | 8.87 | |
| RBF-SolverGuidance Scale=6.0, NFE=15, Solver Order=32026.03 | 8.91 | |
| RBF-SolverGuidance Scale=4.0, NFE=10, Solver Order=22026.03 | 8.95 | |
| RBF-SolverGuidance Scale=6.0, NFE=20, Solver Order=22026.03 | 8.95 | |
| RBF-SolverGuidance Scale=6.0, NFE=15, Solver Order=22026.03 | 8.97 | |
| DPM-Solver-v3Guidance Scale=6.0, NFE=20, Solver Order=22026.03 | 8.98 | |
| RBF-SolverGuidance Scale=2.0, NFE=8, Solver Order=32026.03 | 9 | |
| DPM-Solver-v3Guidance Scale=4.0, NFE=10, Solver Order=22026.03 | 9.04 | |
| RBF-SolverGuidance Scale=2.0, NFE=8, Solver Order=22026.03 | 9.11 | |
| RBF-SolverGuidance Scale=4.0, NFE=8, Solver Order=32026.03 | 9.22 | |
| DPM-Solver-v3Guidance Scale=6.0, NFE=15, Solver Order=22026.03 | 9.26 | |
| DC-SolverGuidance Scale=2.0, NFE=8, Solver Order=32026.03 | 9.29 | |
| RBF-SolverGuidance Scale=6.0, NFE=12, Solver Order=32026.03 | 9.31 | |
| RBF-SolverGuidance Scale=6.0, NFE=12, Solver Order=22026.03 | 9.39 | |
| RBF-SolverGuidance Scale=8.0, NFE=25, Solver Order=22026.03 | 9.42 | |
| RBF-SolverGuidance Scale=8.0, NFE=20, Solver Order=32026.03 | 9.44 | |
| DC-SolverGuidance Scale=8.0, NFE=20, Solver Order=32026.03 | 9.46 | |
| RBF-SolverGuidance Scale=8.0, NFE=20, Solver Order=22026.03 | 9.46 | |
| RBF-SolverGuidance Scale=8.0, NFE=25, Solver Order=32026.03 | 9.47 | |
| RBF-SolverGuidance Scale=4.0, NFE=8, Solver Order=22026.03 | 9.55 | |
| RBF-SolverGuidance Scale=8.0, NFE=15, Solver Order=32026.03 | 9.63 | |
| DPM-Solver-v3Guidance Scale=8.0, NFE=25, Solver Order=22026.03 | 9.64 | |
| DC-SolverGuidance Scale=4.0, NFE=10, Solver Order=32026.03 | 9.65 | |
| RBF-SolverGuidance Scale=6.0, NFE=10, Solver Order=32026.03 | 9.65 | |
| DC-SolverGuidance Scale=8.0, NFE=25, Solver Order=32026.03 | 9.66 | |
| RBF-SolverGuidance Scale=8.0, NFE=15, Solver Order=22026.03 | 9.69 | |
| RBF-SolverGuidance Scale=6.0, NFE=10, Solver Order=22026.03 | 9.74 | |
| DPM-Solver-v3Guidance Scale=8.0, NFE=20, Solver Order=22026.03 | 9.99 | |
| RBF-SolverGuidance Scale=8.0, NFE=12, Solver Order=32026.03 | 10.21 | |
| RBF-SolverGuidance Scale=8.0, NFE=12, Solver Order=22026.03 | 10.3 | |
| DPM-Solver-v3Guidance Scale=4.0, NFE=8, Solver Order=22026.03 | 10.31 | |
| DPM-Solver-v3Guidance Scale=6.0, NFE=12, Solver Order=22026.03 | 10.44 | |
| RBF-SolverGuidance Scale=6.0, NFE=8, Solver Order=32026.03 | 10.72 | |
| DC-SolverGuidance Scale=8.0, NFE=15, Solver Order=32026.03 | 10.93 | |
| DC-SolverGuidance Scale=6.0, NFE=12, Solver Order=32026.03 | 10.95 | |
| RBF-SolverGuidance Scale=8.0, NFE=10, Solver Order=32026.03 | 10.98 | |
| DPM-Solver-v3Guidance Scale=2.0, NFE=6, Solver Order=22026.03 | 10.99 | |
| RBF-SolverGuidance Scale=6.0, NFE=8, Solver Order=22026.03 | 11 | |
| RBF-SolverGuidance Scale=2.0, NFE=6, Solver Order=32026.03 | 11.11 | |
| DC-SolverGuidance Scale=4.0, NFE=8, Solver Order=32026.03 | 11.2 | |
| RBF-SolverGuidance Scale=8.0, NFE=10, Solver Order=22026.03 | 11.25 | |
| RBF-SolverGuidance Scale=2.0, NFE=6, Solver Order=22026.03 | 11.45 | |
| DC-SolverGuidance Scale=2.0, NFE=6, Solver Order=32026.03 | 11.6 | |
| DPM-Solver-v3Guidance Scale=8.0, NFE=15, Solver Order=22026.03 | 11.63 | |
| RBF-SolverGuidance Scale=4.0, NFE=6, Solver Order=32026.03 | 12.03 | |
| RBF-SolverGuidance Scale=4.0, NFE=6, Solver Order=22026.03 | 12.47 | |
| DC-SolverGuidance Scale=6.0, NFE=10, Solver Order=32026.03 | 12.49 | |
| DPM-Solver-v3Guidance Scale=6.0, NFE=10, Solver Order=22026.03 | 12.9 | |
| DC-SolverGuidance Scale=6.0, NFE=8, Solver Order=32026.03 | 13.19 | |
| DC-SolverGuidance Scale=8.0, NFE=12, Solver Order=32026.03 | 13.31 | |
| RBF-SolverGuidance Scale=8.0, NFE=8, Solver Order=22026.03 | 13.79 | |
| RBF-SolverGuidance Scale=8.0, NFE=8, Solver Order=32026.03 | 14.04 | |
| DPM-Solver-v3Guidance Scale=2.0, NFE=5, Solver Order=22026.03 | 14.75 | |
| RBF-SolverGuidance Scale=2.0, NFE=5, Solver Order=32026.03 | 14.77 | |
| RBF-SolverGuidance Scale=2.0, NFE=5, Solver Order=22026.03 | 15.05 | |
| DC-SolverGuidance Scale=4.0, NFE=6, Solver Order=32026.03 | 15.08 |