Blind Lens Aberration Correction on RealLens-Sim (MA)
27.54PSNRFoundCAC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FoundCACLatency (s)=0.4172025.11 | 27.54 | 86.6 | 0.0919 | |
| Fast two-stepLatency (s)=0.3902025.11 | 27.13 | 76.7 | 0.1811 | |
| Universal IR model (S3Diff)Latency (s)=9.9332025.11 | 26.9 | 79.9 | 0.1779 | |
| FoundCACLatency (s)=0.4172025.11 | 26.84 | 85.2 | 0.1585 | |
| AODLibpro-PT (Ours) + SwinIRLatency (s)=0.7822025.11 | 26.5 | 86.1 | 0.1014 | |
| AODLib-EAOD-PT + SwinIRLatency (s)=0.7822025.11 | 26.02 | 86.1 | 0.1015 | |
| AODLib-LensNet-PT + SwinIRLatency (s)=0.7822025.11 | 25.97 | 85.8 | 0.1224 | |
| ZEBASELib-PT + SwinIRLatency (s)=0.7822025.11 | 25.91 | 83.7 | 0.1274 | |
| AODLibpro-PT (Ours) + SwinIRLatency (s)=0.7822025.11 | 25.91 | 84.3 | 0.1793 | |
| ZernikeLib-PT + SwinIRLatency (s)=0.7822025.11 | 25.16 | 85 | 0.1248 | |
| AODLib-EAOD-PT + SwinIRLatency (s)=0.7822025.11 | 25.14 | 83.9 | 0.1842 | |
| Universal IR model (S3Diff)Latency (s)=9.9332025.11 | 24.57 | 77.2 | 0.2512 | |
| Fast two-stepLatency (s)=0.3902025.11 | 24.38 | 74.2 | 0.2786 | |
| ZernikeLib-PT + SwinIRLatency (s)=0.7822025.11 | 24.33 | 81.9 | 0.1957 | |
| ZEBASELib-PT + SwinIRLatency (s)=0.7822025.11 | 23.83 | 80.2 | 0.2557 | |
| AODLib-LensNet-PT + SwinIRLatency (s)=0.7822025.11 | 23.78 | 80.9 | 0.2533 |