Unconditional image generation on FFHQ 64x64 (val)
3.53FIDEPD-Plugin
Evaluation Results
| Method | Links | |
|---|---|---|
| EPD-PluginNFE=9, Category=Parallel2025.12 | 3.53 | |
| EPD-SolverNFE=9, Category=Parallel2025.12 | 3.82 | |
| AMED-PluginNFE=9, Category=Multi-step2025.12 | 4.24 | |
| UniPCNFE=9, Category=Multi-step2025.12 | 4.47 | |
| iPNDMNFE=9, Category=Multi-step2025.12 | 4.58 | |
| DPM-Solver++(3M)NFE=9, Category=Multi-step2025.12 | 4.77 | |
| EPD-SolverNFE=7, Category=Parallel2025.12 | 4.81 | |
| EPD-PluginNFE=7, Category=Parallel2025.12 | 5.09 | |
| AMED-SolverNFE=9, Category=Single-step2025.12 | 6.31 | |
| AMED-PluginNFE=7, Category=Multi-step2025.12 | 6.64 | |
| UniPCNFE=7, Category=Multi-step2025.12 | 7.44 | |
| iPNDMNFE=7, Category=Multi-step2025.12 | 7.79 | |
| EPD-SolverNFE=5, Category=Parallel2025.12 | 7.84 | |
| EPD-PluginNFE=5, Category=Parallel2025.12 | 7.97 | |
| DPM-Solver++(3M)NFE=7, Category=Multi-step2025.12 | 8.44 | |
| ParaDiGMSNFE=9, Category=Parallel2025.12 | 8.81 | |
| AMED-SolverNFE=7, Category=Single-step2025.12 | 8.82 | |
| DPM-Solver-2NFE=9, Category=Single-step2025.12 | 9.26 | |
| AMED-PluginNFE=5, Category=Multi-step2025.12 | 12.49 | |
| AMED-SolverNFE=5, Category=Single-step2025.12 | 14.8 | |
| ParaDiGMSNFE=7, Category=Parallel2025.12 | 16.39 | |
| iPNDMNFE=5, Category=Multi-step2025.12 | 17.17 | |
| EPD-PluginNFE=3, Category=Parallel2025.12 | 19.02 | |
| ParaDiGMSNFE=5, Category=Parallel2025.12 | 20.92 | |
| DDIMNFE=9, Category=Single-step2025.12 | 21.01 | |
| UniPCNFE=5, Category=Multi-step2025.12 | 21.4 | |
| EPD-SolverNFE=3, Category=Parallel2025.12 | 21.74 | |
| DPM-Solver++(3M)NFE=5, Category=Multi-step2025.12 | 22.51 | |
| DPM-Solver-2NFE=7, Category=Single-step2025.12 | 22.59 | |
| AMED-PluginNFE=3, Category=Multi-step2025.12 | 26.87 | |
| DDIMNFE=7, Category=Single-step2025.12 | 28.86 | |
| HeunNFE=9, Category=Single-step2025.12 | 28.86 | |
| ParaDiGMSNFE=3, Category=Parallel2025.12 | 43.64 | |
| DDIMNFE=5, Category=Single-step2025.12 | 43.93 | |
| iPNDMNFE=3, Category=Multi-step2025.12 | 45.98 | |
| AMED-SolverNFE=3, Category=Single-step2025.12 | 47.31 | |
| HeunNFE=7, Category=Single-step2025.12 | 54.51 | |
| DDIMNFE=3, Category=Single-step2025.12 | 78.21 | |
| UniPCNFE=3, Category=Multi-step2025.12 | 86.43 | |
| DPM-Solver++(3M)NFE=3, Category=Multi-step2025.12 | 86.45 | |
| DPM-Solver-2NFE=5, Category=Single-step2025.12 | 87.1 | |
| HeunNFE=5, Category=Single-step2025.12 | 116.7 | |
| DPM-Solver-2NFE=3, Category=Single-step2025.12 | 266 | |
| HeunNFE=3, Category=Single-step2025.12 | 356.5 |