Image Generation on LSUN Church-Outdoor unconditional (test)
5.84FIDGENIE
Evaluation Results
| Method | Links | |
|---|---|---|
| GENIEAFS=true, Denoising=true, NFEs=252022.10 | 5.84 | |
| DDIMAFS=true, Denoising=true, NFEs=252022.10 | 6.28 | |
| GENIEAFS=true, Denoising=true, NFEs=202022.10 | 6.38 | |
| Learned SamplerAFS=false, Denoising=true, NFEs=20, Notes=numbers are taken from literature2022.10 | 6.74 | |
| DDIMAFS=true, Denoising=true, NFEs=202022.10 | 6.97 | |
| S-PNDMAFS=true, Denoising=true, NFEs=252022.10 | 7.12 | |
| S-PNDMAFS=false, Denoising=true, NFEs=252022.10 | 7.21 | |
| GENIEAFS=false, Denoising=true, NFEs=252022.10 | 7.28 | |
| DDIMAFS=false, Denoising=true, NFEs=252022.10 | 7.35 | |
| GENIEAFS=true, Denoising=true, NFEs=152022.10 | 7.44 | |
| S-PNDMAFS=true, Denoising=true, NFEs=202022.10 | 7.82 | |
| F-PNDMAFS=true, Denoising=true, NFEs=252022.10 | 7.83 | |
| S-PNDMAFS=false, Denoising=true, NFEs=202022.10 | 7.98 | |
| F-PNDMAFS=false, Denoising=true, NFEs=252022.10 | 7.99 | |
| GENIEAFS=true, Denoising=false, NFEs=252022.10 | 8.28 | |
| DDIMAFS=true, Denoising=true, NFEs=152022.10 | 8.44 | |
| GENIEAFS=false, Denoising=true, NFEs=202022.10 | 8.52 | |
| DDIMAFS=false, Denoising=true, NFEs=202022.10 | 8.53 | |
| DDIMAFS=true, Denoising=false, NFEs=252022.10 | 9.07 | |
| S-PNDMAFS=true, Denoising=true, NFEs=152022.10 | 9.1 | |
| GENIEAFS=true, Denoising=false, NFEs=202022.10 | 9.17 | |
| F-PNDMAFS=true, Denoising=true, NFEs=202022.10 | 9.29 | |
| S-PNDMAFS=false, Denoising=true, NFEs=152022.10 | 9.54 | |
| GENIEAFS=false, Denoising=false, NFEs=252022.10 | 9.57 | |
| F-PNDMAFS=false, Denoising=true, NFEs=202022.10 | 9.78 | |
| DDIMAFS=false, Denoising=false, NFEs=252022.10 | 9.9 | |
| DDIMAFS=true, Denoising=false, NFEs=202022.10 | 10.2 | |
| S-PNDMAFS=true, Denoising=false, NFEs=252022.10 | 10.3 | |
| S-PNDMAFS=false, Denoising=false, NFEs=252022.10 | 10.4 | |
| F-PNDMAFS=true, Denoising=false, NFEs=252022.10 | 10.4 | |
| GENIEAFS=true, Denoising=true, NFEs=102022.10 | 10.5 | |
| GENIEAFS=true, Denoising=false, NFEs=152022.10 | 10.6 | |
| F-PNDMAFS=false, Denoising=false, NFEs=252022.10 | 10.6 | |
| S-PNDMAFS=true, Denoising=false, NFEs=202022.10 | 11.2 | |
| S-PNDMAFS=false, Denoising=false, NFEs=202022.10 | 11.4 | |
| DDIMAFS=false, Denoising=true, NFEs=152022.10 | 11.5 | |
| GENIEAFS=false, Denoising=false, NFEs=202022.10 | 11.6 | |
| Learned SamplerAFS=false, Denoising=true, NFEs=10, Notes=numbers are taken from literature2022.10 | 11.6 | |
| GENIEAFS=false, Denoising=true, NFEs=152022.10 | 11.7 | |
| F-PNDMAFS=true, Denoising=false, NFEs=202022.10 | 11.8 | |
| DDIMAFS=false, Denoising=false, NFEs=202022.10 | 11.9 | |
| F-PNDMAFS=false, Denoising=false, NFEs=202022.10 | 12 | |
| DDIMAFS=true, Denoising=false, NFEs=152022.10 | 12.5 | |
| F-PNDMAFS=true, Denoising=true, NFEs=152022.10 | 12.6 | |
| DDIMAFS=true, Denoising=true, NFEs=102022.10 | 12.8 | |
| S-PNDMAFS=true, Denoising=false, NFEs=152022.10 | 12.8 | |
| S-PNDMAFS=true, Denoising=true, NFEs=102022.10 | 12.9 | |
| S-PNDMAFS=false, Denoising=false, NFEs=152022.10 | 13.3 | |
| GENIEAFS=true, Denoising=false, NFEs=102022.10 | 13.6 | |
| GENIEAFS=false, Denoising=true, NFEs=102022.10 | 13.7 | |
| S-PNDMAFS=false, Denoising=true, NFEs=102022.10 | 14.8 | |
| F-PNDMAFS=true, Denoising=false, NFEs=152022.10 | 15.2 | |
| F-PNDMAFS=false, Denoising=false, NFEs=152022.10 | 15.5 | |
| F-PNDMAFS=false, Denoising=true, NFEs=152022.10 | 15.7 | |
| GENIEAFS=false, Denoising=false, NFEs=152022.10 | 15.9 | |
| DDIMAFS=false, Denoising=false, NFEs=152022.10 | 16.7 | |
| S-PNDMAFS=true, Denoising=false, NFEs=102022.10 | 17 | |
| DDIMAFS=true, Denoising=false, NFEs=102022.10 | 17.4 | |
| S-PNDMAFS=false, Denoising=false, NFEs=102022.10 | 18.7 | |
| DDIMAFS=false, Denoising=true, NFEs=102022.10 | 25.3 | |
| GENIEAFS=false, Denoising=false, NFEs=102022.10 | 25.4 | |
| DDIMAFS=false, Denoising=false, NFEs=102022.10 | 28.5 | |
| Learned SamplerAFS=false, Denoising=true, NFEs=5, Notes=numbers are taken from literature2022.10 | 30.2 | |
| S-PNDMAFS=true, Denoising=false, NFEs=52022.10 | 40.7 | |
| DDIMAFS=true, Denoising=false, NFEs=52022.10 | 44 | |
| DDIMAFS=true, Denoising=true, NFEs=52022.10 | 45.8 | |
| GENIEAFS=true, Denoising=false, NFEs=52022.10 | 47.8 | |
| S-PNDMAFS=true, Denoising=true, NFEs=52022.10 | 48.8 | |
| S-PNDMAFS=false, Denoising=false, NFEs=52022.10 | 59.4 | |
| GENIEAFS=true, Denoising=true, NFEs=52022.10 | 60.3 | |
| DDIMAFS=false, Denoising=false, NFEs=52022.10 | 81.5 | |
| S-PNDMAFS=false, Denoising=true, NFEs=52022.10 | 87.5 | |
| GENIEAFS=false, Denoising=false, NFEs=52022.10 | 97.2 | |
| DDIMAFS=false, Denoising=true, NFEs=52022.10 | 110 | |
| GENIEAFS=false, Denoising=true, NFEs=52022.10 | 147 |