Super Resolution on ImageNet (PSNR, LPIPS, FID, P-FID)
26.25PSNRDiffStateGrad
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DiffStateGradBase Method=LDPS, Scale Factor=4x2026.01 | 26.25 | 0.401 | 115.18 | 106.66 | |
| MCLCBase Method=LatentDAPS, Scale Factor=4x2026.01 | 26.25 | 0.29 | 70.86 | 89.78 | |
| LDPSBase Method=LDPS, Scale Factor=4x2026.01 | 26.22 | 0.401 | 118.33 | 107.19 | |
| DiffStateGradBase Method=LatentDAPS, Scale Factor=4x2026.01 | 26.22 | 0.288 | 71.16 | 90.32 | |
| LatentDAPSBase Method=LatentDAPS, Scale Factor=4x2026.01 | 26.21 | 0.287 | 67.46 | 89.38 | |
| MCLCBase Method=LDPS, Scale Factor=4x2026.01 | 26.2 | 0.388 | 114.96 | 101.17 | |
| MCLCBase Method=ReSample, Scale Factor=4x2026.01 | 25.76 | 0.318 | 68.21 | 104.82 | |
| DiffStateGradBase Method=PSLD, Scale Factor=4x2026.01 | 25.37 | 0.363 | 91.6 | 94.75 | |
| PSLDBase Method=PSLD, Scale Factor=4x2026.01 | 25.21 | 0.373 | 88.92 | 95.21 | |
| MCLCBase Method=PSLD, Scale Factor=4x2026.01 | 25.02 | 0.384 | 94.95 | 96.22 | |
| ReSampleBase Method=ReSample, Scale Factor=4x2026.01 | 23.37 | 0.435 | 72.22 | 134.39 | |
| DiffStateGradBase Method=ReSample, Scale Factor=4x2026.01 | 22.51 | 0.531 | 76.1 | 133.53 |