Blind Lens Aberration Correction on RealLens-Sim High-end
29.69PSNRUniversal IR model (S3Diff)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Universal IR model (S3Diff)Latency (s)=9.9332025.11 | 29.69 | 85.7 | 0.1423 | |
| FoundCACLatency (s)=0.4172025.11 | 28.64 | 90.4 | 0.0904 | |
| ZEBASELib-PT + SwinIRLatency (s)=0.7822025.11 | 28.16 | 90.1 | 0.1053 | |
| Fast two-stepLatency (s)=0.3902025.11 | 28.1 | 82.7 | 0.1718 | |
| AODLibpro-PT (Ours) + SwinIRLatency (s)=0.7822025.11 | 27.93 | 90.3 | 0.0948 | |
| AODLib-EAOD-PT + SwinIRLatency (s)=0.7822025.11 | 27.72 | 90.3 | 0.0953 | |
| AODLib-LensNet-PT + SwinIRLatency (s)=0.7822025.11 | 27.49 | 90.4 | 0.0977 | |
| ZernikeLib-PT + SwinIRLatency (s)=0.7822025.11 | 27.23 | 89.8 | 0.0932 |