Light Field Super-Resolution on HCIold 7x7 SAIs (test)
38.33PSNRSkimLFSR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SkimLFSRTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.07 | 38.33 | 97.65 | |
| SkimLFSR (a)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.07 | 38.26 | 97.63 | |
| SkimLFSR (e)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 38.26 | 97.62 | |
| SkimLFSR (b)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.07 | 38.25 | 97.62 | |
| SkimLFSR (c)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.07 | 38.24 | 97.63 | |
| M2MT-NetTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.07 | 38.22 | 97.61 | |
| SkimLFSR (f)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 38.21 | 97.58 | |
| SkimLFSR (d)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 38.18 | 97.57 | |
| LF-DETTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.07 | 38.1 | 97.56 | |
| EPITTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 37.93 | 97.49 | |
| LF-DETTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 37.9 | 97.45 | |
| LFMambaTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 37.18 | 97.17 | |
| LFTTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.07 | 36.22 | 96.36 |