Hyperspectral Reconstruction on KAUST dataset
33.31PSNR (dB)MetaSpectra+ (DDPM)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MetaSpectra+ (DDPM)Modality=Snapshot, Venue=–, Optics=MS + Lens, # sub-images=4*, f/#=6, FoV (°)=12, TTL (mm)=172026.03 | 33.31 | 92 | 0.23 | |
| MetaSpectra+ (DWDN)Modality=Snapshot, Venue=–, Optics=MS + Lens, # sub-images=4*, f/#=6, FoV (°)=12, TTL (mm)=172026.03 | 32.92 | 94 | 0.17 | |
| 2-in-1 CamModality=Snapshot, Venue=SIGGRAPH '24, Optics=DOE + Lens, # sub-images=2*, f/#=5.8, FoV (°)=24, TTL (mm)=502026.03 | 31.14 | 86 | 0.24 | |
| SfDModality=Multi-shot, Venue=arXiv '25, Optics=Lens, # sub-images=5, f/#=2, FoV (°)=10, TTL (mm)=44.52026.03 | 27.54 | 82 | 0.4 | |
| Array-HSIModality=Snapshot, Venue=SIGGRAPH Asia '24, Optics=DOE + CFA, # sub-images=4, f/#=6.7, FoV (°)=12, TTL (mm)=202026.03 | 27.44 | 89 | 0.2 | |
| SCCDModality=Snapshot, Venue=Optica '21, Optics=DOE + CCA, # sub-images=1, f/#=16.7, FoV (°)=30, TTL (mm)=502026.03 | 26.78 | 81 | 0.36 | |
| Baek et al.Modality=Snapshot, Venue=ICCV '21, Optics=DOE, # sub-images=1, f/#=16.7, FoV (°)=46, TTL (mm)=502026.03 | 26.68 | 74 | 0.39 | |
| HRNetModality=Snapshot, Venue=CVPRW '20, Optics=Lens, # sub-images=1*2026.03 | 23.03 | 76 | 0.31 | |
| MST++Modality=Snapshot, Venue=CVPRW '22, Optics=Lens, # sub-images=1*2026.03 | 21.85 | 68 | 0.32 | |
| Foley et al.Modality=Multi-shot, Venue=ICCP '25, Optics=Lens + CFA, # sub-images=1-5, f/#=5.8, FoV (°)=9.8, TTL (mm)=1402026.03 | 20.4 | 68 | 0.29 |