Light Field Super-Resolution on EPFL 7x7 SAIs (test)
30.4PSNRSkimLFSR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SkimLFSRTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x7, Upscale Factor=4x2024.07 | 30.4 | 93.65 | |
| SkimLFSR (f)Training Protocol=Cross-angular-resolution Generalization (5x5 -> 7x7), Angular Resolution=7x7, Upscale Factor=4x2024.07 | 30.35 | 93.38 | |
| SkimLFSR (e)Training Protocol=Cross-angular-resolution Generalization (5x5 -> 7x7), Angular Resolution=7x7, Upscale Factor=4x2024.07 | 30.32 | 93.37 | |
| SkimLFSR (a)Training Protocol=Ablation Study on Skimmed SAI Sets (7x7), Angular Resolution=7x7, Upscale Factor=4x2024.07 | 30.3 | 93.57 | |
| SkimLFSR (b)Training Protocol=Ablation Study on Skimmed SAI Sets (7x7), Angular Resolution=7x7, Upscale Factor=4x2024.07 | 30.26 | 93.52 | |
| SkimLFSR (c)Training Protocol=Ablation Study on Skimmed SAI Sets (7x7), Angular Resolution=7x7, Upscale Factor=4x2024.07 | 30.22 | 93.54 | |
| SkimLFSR (d)Training Protocol=Cross-angular-resolution Generalization (5x5 -> 7x7), Angular Resolution=7x7, Upscale Factor=4x2024.07 | 30.21 | 93.28 | |
| M2MT-NetTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x7, Upscale Factor=4x2024.07 | 30.14 | 93.14 | |
| LF-DETTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x7, Upscale Factor=4x2024.07 | 30.07 | 93.14 | |
| LFMambaTraining Protocol=Cross-angular-resolution Generalization (5x5 -> 7x7), Angular Resolution=7x7, Upscale Factor=4x2024.07 | 29.76 | 92.7 | |
| LF-DETTraining Protocol=Cross-angular-resolution Generalization (5x5 -> 7x7), Angular Resolution=7x7, Upscale Factor=4x2024.07 | 29.68 | 92.5 | |
| EPITTraining Protocol=Cross-angular-resolution Generalization (5x5 -> 7x7), Angular Resolution=7x7, Upscale Factor=4x2024.07 | 29.58 | 92.3 | |
| LFTTraining Protocol=Cross-angular-resolution Generalization (5x5 -> 7x7), Angular Resolution=7x7, Upscale Factor=4x2024.07 | 28.67 | 91.12 |