Image Generation on ImageNet 64x64 (50k samples)
17.95FIDRBF-Solver
Evaluation results
| Method | Links | |
|---|---|---|
| RBF-SolverNFE=40, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 17.95 | |
| RBF-SolverNFE=35, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 17.99 | |
| RBF-SolverNFE=40, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.07 | |
| RBF-SolverNFE=30, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.08 | |
| RBF-SolverNFE=35, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.17 | |
| RBF-SolverNFE=25, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.3 | |
| RBF-SolverNFE=30, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.31 | |
| UniPC-B1(h)NFE=40, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.34 | |
| UniPC-B1(h)NFE=35, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.42 | |
| DPM-Solver++NFE=40, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.57 | |
| UniPC-B1(h)NFE=30, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.6 | |
| RBF-SolverNFE=20, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.67 | |
| DPM-Solver++NFE=35, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.7 | |
| RBF-SolverNFE=25, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.72 | |
| DPM-Solver++NFE=30, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.91 | |
| UniPC-B1(h)NFE=25, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 18.98 | |
| RBF-SolverNFE=20, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 19.3 | |
| DPM-Solver++NFE=25, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 19.36 | |
| UniPC-B1(h)NFE=20, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 19.51 | |
| RBF-SolverNFE=15, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 19.61 | |
| DPM-Solver++NFE=20, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 19.94 | |
| RBF-SolverNFE=15, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 20.89 | |
| UniPC-B1(h)NFE=15, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 21.15 | |
| DPM-Solver++NFE=15, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 21.62 | |
| RBF-SolverNFE=12, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 21.7 | |
| RBF-SolverNFE=12, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 22.72 | |
| UniPC-B1(h)NFE=12, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 24.3 | |
| DPM-Solver++NFE=12, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 24.59 | |
| RBF-SolverNFE=10, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 24.72 | |
| RBF-SolverNFE=10, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 26.47 | |
| UniPC-B1(h)NFE=10, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 27.75 | |
| DPM-Solver++NFE=10, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 28.95 | |
| RBF-SolverNFE=8, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 31.71 | |
| RBF-SolverNFE=8, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 34.15 | |
| UniPC-B1(h)NFE=8, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 35.11 | |
| DPM-Solver++NFE=8, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 38.48 | |
| UniPC-B1(h)NFE=6, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 65.06 | |
| DPM-Solver++NFE=6, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 66 | |
| RBF-SolverNFE=6, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 70.68 | |
| RBF-SolverNFE=6, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 76.92 | |
| UniPC-B1(h)NFE=5, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 109.81 | |
| DPM-Solver++NFE=5, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 110.23 | |
| RBF-SolverNFE=5, Solver order=3, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 116.55 | |
| RBF-SolverNFE=5, Solver order=4, Backbone=Improved-Diffusion, Number of samples=50k2026.03 | 126.26 |