Image Super-resolution on CelebA 19,962 (test)
31.3FIDdLSDM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| dLSDMn=400, n + N=80,000, mc=42026.03 | 31.3 | 0.184 | 77 | |
| cLSDMn=400, n + N=80,000, mc=42026.03 | 31.6 | 0.181 | 77 | |
| dLSDMn=300, n + N=80,000, mc=42026.03 | 32.4 | 0.186 | 77.1 | |
| cLSDMn=300, n + N=80,000, mc=42026.03 | 33.1 | 0.184 | 76.9 | |
| LDMn=400, n + N=80,000, mc=42026.03 | 33.3 | 0.179 | 75.8 | |
| dLSDMn=200, n + N=80,000, mc=42026.03 | 34.4 | 0.191 | 76.9 | |
| LDMn=300, n + N=80,000, mc=42026.03 | 34.9 | 0.19 | 74.6 | |
| cLSDMn=200, n + N=80,000, mc=42026.03 | 35 | 0.187 | 77 | |
| LDMn=200, n + N=80,000, mc=42026.03 | 35.4 | 0.198 | 73.7 | |
| cWGANn=400, n + N=80,000, mc=42026.03 | 37.2 | 0.217 | 71.2 | |
| cVAEn=400, n + N=80,000, mc=42026.03 | 41.4 | 0.215 | 75.7 | |
| cWGANn=300, n + N=80,000, mc=42026.03 | 41.8 | 0.229 | 70.2 | |
| cWGANn=200, n + N=80,000, mc=42026.03 | 44.3 | 0.243 | 68.9 | |
| cVAEn=300, n + N=80,000, mc=42026.03 | 44.7 | 0.224 | 75.1 | |
| cVAEn=200, n + N=80,000, mc=42026.03 | 54.7 | 0.245 | 73.9 | |
| cGANn=400, n + N=80,000, mc=42026.03 | 56.2 | 0.24 | 68.9 | |
| cGANn=300, n + N=80,000, mc=42026.03 | 71.9 | 0.268 | 66.3 | |
| cGANn=200, n + N=80,000, mc=42026.03 | 83.9 | 0.298 | 61.5 |