Super Resolution on ImageNet 16x scale (LPIPS, FID, IS)
0.27LPIPSAdamDPS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdamDPS2026.03 | 0.27 | 30.16 | 65.69 | |
| AdamPiGDM2026.03 | 0.28 | 33.75 | 61.26 | |
| DPS2026.03 | 0.3 | 35.55 | 60.02 | |
| UGDNumber of iterations=42026.03 | 0.31 | 39.56 | 49.09 | |
| LGD2026.03 | 0.32 | 38.1 | 49.85 | |
| UGDNumber of iterations=22026.03 | 0.32 | 40.05 | 49.68 | |
| TFGNumber of iterations=12026.03 | 0.32 | 42.27 | 46.69 | |
| TFGNumber of iterations=22026.03 | 0.32 | 42.69 | 46.63 | |
| TFGNumber of iterations=42026.03 | 0.32 | 42.92 | 45.2 | |
| UGDNumber of iterations=12026.03 | 0.34 | 38.52 | 45.25 | |
| MPGD2026.03 | 0.35 | 52.66 | 35.93 | |
| AdamMPGD2026.03 | 0.35 | 56.51 | 32.74 | |
| PiGDM2026.03 | 0.48 | 49.41 | 30.11 | |
| RED-diff2026.03 | 0.57 | 100.3 | 9.66 |