Unconditional Image Generation on FFHQ unconditional 64x64
2.39FIDEDM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EDM2024.10 | 2.39 | 79 | |
| Oscillation HGFArchitecture=DDPM2024.10 | 2.86 | 79 | |
| SpanLiftNFE=62026.06 | 3.11 | — | |
| VP-SDE2024.10 | 3.39 | 79 | |
| SpanLiftNFE=52026.06 | 3.87 | — | |
| DyWeightNFE=62026.06 | 3.93 | — | |
| S4S-AltNFE=62026.06 | 4.62 | — | |
| SpanLiftNFE=42026.06 | 5.77 | — | |
| DLMSNFE=62026.06 | 5.82 | — | |
| DyWeightNFE=52026.06 | 5.85 | — | |
| LD3NFE=62026.06 | 5.97 | — | |
| S4S-AltNFE=52026.06 | 6.25 | — | |
| DLMSNFE=52026.06 | 6.85 | — | |
| EPD-SolverNFE=52026.06 | 7.84 | — | |
| EPD-PluginNFE=52026.06 | 7.97 | — | |
| DPMPP(3M)NFE=62026.06 | 8.25 | — | |
| iPNDM(3M)NFE=62026.06 | 8.61 | — | |
| DyWeightNFE=42026.06 | 9.17 | — | |
| DLMSNFE=42026.06 | 9.63 | — | |
| AMED-SolverNFE=62026.06 | 9.97 | — | |
| SpanLiftNFE=32026.06 | 10.18 | — | |
| LD3NFE=52026.06 | 10.36 | — | |
| S4S-AltNFE=42026.06 | 10.63 | — | |
| AMED-PluginNFE=52026.06 | 12.49 | — | |
| UniPC(3M)NFE=62026.06 | 12.85 | — | |
| DPMPP(3M)NFE=52026.06 | 13.47 | — | |
| iPNDM(3M)NFE=52026.06 | 13.8 | — | |
| AMED-SolverNFE=52026.06 | 14.8 | — | |
| DyWeightNFE=32026.06 | 16.78 | — | |
| LD3NFE=42026.06 | 17.96 | — | |
| EPD-PluginNFE=32026.06 | 19.02 | — | |
| S4S-AltNFE=32026.06 | 19.86 | — | |
| iPNDM(3M)NFE=42026.06 | 20.07 | — | |
| UniPC(3M)NFE=52026.06 | 21.4 | — | |
| EPD-SolverNFE=32026.06 | 21.74 | — | |
| LD3NFE=32026.06 | 23.86 | — | |
| VE-SDE2024.10 | 25.95 | 79 | |
| AMED-PluginNFE=32026.06 | 26.87 | — | |
| AMED-SolverNFE=42026.06 | 26.89 | — | |
| iPNDM(3M)NFE=32026.06 | 27.72 | — | |
| DPMPP(3M)NFE=42026.06 | 30.06 | — | |
| UniPC(3M)NFE=42026.06 | 44.78 | — | |
| AMED-SolverNFE=32026.06 | 47.31 | — | |
| DPMPP(3M)NFE=32026.06 | 66.07 | — | |
| UniPC(3M)NFE=32026.06 | 86.43 | — |