Unconditional Image Generation on FFHQ 64 x 64
2.77FIDDyWeight
Evaluation results
| Method | Links | |
|---|---|---|
| DyWeightNFE=92026.03 | 2.77 | |
| LD3NFE=92026.03 | 2.94 | |
| S4S-AltNFE=92026.03 | 3 | |
| SpanLiftCategory=Learnable, NFE=62026.06 | 3.11 | |
| DyWeightNFE=72026.03 | 3.39 | |
| S4S-AltNFE=72026.03 | 3.45 | |
| EPD-PluginNFE=92026.03 | 3.53 | |
| EPD-SolverNFE=92026.03 | 3.82 | |
| SpanLiftCategory=Learnable, NFE=52026.06 | 3.87 | |
| DyWeightCategory=Learnable, NFE=62026.06 | 3.93 | |
| DLMSNFE=92026.03 | 4.23 | |
| AMED-PluginNFE=92026.03 | 4.24 | |
| LD3NFE=72026.03 | 4.38 | |
| UniPCNFE=92026.03 | 4.47 | |
| S4S-AltCategory=Learnable, NFE=62026.06 | 4.62 | |
| DPM-Solver++(3M)NFE=92026.03 | 4.77 | |
| EPD-SolverNFE=72026.03 | 4.81 | |
| iPNDMNFE=92026.03 | 4.98 | |
| EPD-PluginNFE=72026.03 | 5.09 | |
| DLMSNFE=72026.03 | 5.16 | |
| SpanLiftCategory=Learnable, NFE=42026.06 | 5.77 | |
| DLMSCategory=Learnable, NFE=62026.06 | 5.82 | |
| DyWeightNFE=52026.03 | 5.85 | |
| DyWeightCategory=Learnable, NFE=52026.06 | 5.85 | |
| LD3Category=Learnable, NFE=62026.06 | 5.97 | |
| DPM-Solver++(3M)NFE=72026.03 | 6.2 | |
| S4S-AltNFE=52026.03 | 6.25 | |
| S4S-AltCategory=Learnable, NFE=52026.06 | 6.25 | |
| AMED-SolverNFE=92026.03 | 6.31 | |
| AMED-PluginNFE=72026.03 | 6.64 | |
| DLMSNFE=52026.03 | 6.85 | |
| DLMSCategory=Learnable, NFE=52026.06 | 6.85 | |
| iPNDMNFE=72026.03 | 7.16 | |
| UniPCNFE=72026.03 | 7.44 | |
| EPD-SolverNFE=52026.03 | 7.84 | |
| EPD-SolverCategory=Learnable, NFE=52026.06 | 7.84 | |
| EPD-PluginNFE=52026.03 | 7.97 | |
| EPD-PluginCategory=Learnable, NFE=52026.06 | 7.97 | |
| DPMPP(3M)Category=Handcrafted, NFE=62026.06 | 8.25 | |
| iPNDM(3M)Category=Handcrafted, NFE=62026.06 | 8.61 | |
| AMED-SolverNFE=72026.03 | 8.82 | |
| DyWeightCategory=Learnable, NFE=42026.06 | 9.17 | |
| DLMSCategory=Learnable, NFE=42026.06 | 9.63 | |
| AMED-SolverCategory=Learnable, NFE=62026.06 | 9.97 | |
| SpanLiftCategory=Learnable, NFE=32026.06 | 10.18 | |
| LD3NFE=52026.03 | 10.36 | |
| LD3Category=Learnable, NFE=52026.06 | 10.36 | |
| S4S-AltCategory=Learnable, NFE=42026.06 | 10.63 | |
| AMED-PluginNFE=52026.03 | 12.49 | |
| AMED-PluginCategory=Learnable, NFE=52026.06 | 12.49 | |
| UniPC(3M)Category=Handcrafted, NFE=62026.06 | 12.85 | |
| DPM-Solver++(3M)NFE=52026.03 | 13.47 | |
| DPMPP(3M)Category=Handcrafted, NFE=52026.06 | 13.47 | |
| iPNDMNFE=52026.03 | 13.8 | |
| iPNDM(3M)Category=Handcrafted, NFE=52026.06 | 13.8 | |
| AMED-SolverNFE=52026.03 | 14.8 | |
| AMED-SolverCategory=Learnable, NFE=52026.06 | 14.8 | |
| DyWeightNFE=32026.03 | 16.78 | |
| DyWeightCategory=Learnable, NFE=32026.06 | 16.78 | |
| LD3Category=Learnable, NFE=42026.06 | 17.96 | |
| EPD-PluginNFE=32026.03 | 19.02 | |
| EPD-PluginCategory=Learnable, NFE=32026.06 | 19.02 | |
| S4S-AltNFE=32026.03 | 19.86 | |
| S4S-AltCategory=Learnable, NFE=32026.06 | 19.86 | |
| iPNDM(3M)Category=Handcrafted, NFE=42026.06 | 20.07 | |
| UniPCNFE=52026.03 | 21.4 | |
| UniPC(3M)Category=Handcrafted, NFE=52026.06 | 21.4 | |
| EPD-SolverNFE=32026.03 | 21.74 | |
| EPD-SolverCategory=Learnable, NFE=32026.06 | 21.74 | |
| LD3NFE=32026.03 | 23.86 | |
| LD3Category=Learnable, NFE=32026.06 | 23.86 | |
| AMED-PluginNFE=32026.03 | 26.87 | |
| AMED-PluginCategory=Learnable, NFE=32026.06 | 26.87 | |
| AMED-SolverCategory=Learnable, NFE=42026.06 | 26.89 | |
| iPNDMNFE=32026.03 | 27.72 | |
| iPNDM(3M)Category=Handcrafted, NFE=32026.06 | 27.72 | |
| DPMPP(3M)Category=Handcrafted, NFE=42026.06 | 30.06 | |
| UniPC(3M)Category=Handcrafted, NFE=42026.06 | 44.78 | |
| AMED-SolverNFE=32026.03 | 47.31 | |
| AMED-SolverCategory=Learnable, NFE=32026.06 | 47.31 | |
| DPM-Solver++(3M)NFE=32026.03 | 66.07 | |
| DPMPP(3M)Category=Handcrafted, NFE=32026.06 | 66.07 | |
| UniPCNFE=32026.03 | 86.43 | |
| UniPC(3M)Category=Handcrafted, NFE=32026.06 | 86.43 |