Spectral Image Reconstruction on CAVE 28 (test)
50.03PSNR (S01)TVDS
Evaluation results
| Method | Links | |||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TVDSApproach Category=model-based optimization (Opt)2025.09 | 50.03 | 99.5 | 1.581 | 45.42 | 99.4 | 2.713 | 50.58 | 99.5 | 3.153 | 39.1 | 98.6 | 2.741 | 50.85 | 99.7 | 2.902 | 45.49 | 99.3 | 2.799 | 48.49 | 99.2 | 0.741 | 41.35 | 98.8 | 1.402 | 41.28 | 98.7 | 2.977 | 48.27 | 99.6 | 2.59 | 46.09 | 99.2 | 2.36 | |
| PiEApproach Category=model optimization with self-supervised learning (Opt+SSL)2025.09 | 43.84 | 99.2 | 2.505 | 45.77 | 99.5 | 3.008 | 48.36 | 99.4 | 3.405 | 44.71 | 99.5 | 1.872 | 49.74 | 99.6 | 3.64 | 45.63 | 99.3 | 3.146 | 43.11 | 98.9 | 1.286 | 48.73 | 99.6 | 1.005 | 44.66 | 99.2 | 2.758 | 44.05 | 99.2 | 3.544 | 45.86 | 99.3 | 2.617 | |
| PIDSApproach Category=model-based optimization (Opt)2025.09 | 41.01 | 98.7 | 3.389 | 36.32 | 97.9 | 5.3 | 37.08 | 96.2 | 6.369 | 34.83 | 96.4 | 5.733 | 43.39 | 98.6 | 4.928 | 41.39 | 98.8 | 4.137 | 39.57 | 98.8 | 1.565 | 33.82 | 96.8 | 2.701 | 36.69 | 96.8 | 5.421 | 31.3 | 96.3 | 7.729 | 37.54 | 97.5 | 4.727 | |
| CasFormerApproach Category=supervised learning (SL)2025.09 | 35.9 | 98.3 | 4.649 | 35.21 | 98.6 | 4.207 | 37.06 | 97.4 | 6.542 | 36.42 | 98 | 5.236 | 43.88 | 99 | 6.219 | 40.75 | 98.7 | 4.69 | 32.17 | 97.1 | 2.668 | 39.17 | 98.7 | 2.195 | 37.84 | 98.3 | 4.676 | 34.01 | 98.5 | 5.397 | 37.24 | 98.3 | 4.648 | |
| PFusionApproach Category=model-based optimization (Opt)2025.09 | 31.47 | 89 | 12.099 | 34.99 | 78.8 | 11.083 | 27.25 | 57.6 | 25.245 | 32.96 | 95 | 9.833 | 35.87 | 56 | 13.622 | 33.78 | 74.1 | 12.358 | 34.61 | 97.7 | 3.622 | 22.09 | 50.3 | 19.635 | 33 | 89 | 10.244 | 28.8 | 75.5 | 19.198 | 31.48 | 76.3 | 13.694 |