Multispectral Image Reconstruction on KAIST S3 (simulation)
39.83PSNRDiffSCI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DiffSCICategory=Zero-Shot2023.11 | 39.83 | 0.949 | |
| CST-L+Category=Transformer (Supervised)2023.11 | 37.71 | 0.965 | |
| MST++Category=Transformer (Supervised)2023.11 | 37 | 0.959 | |
| MST-LCategory=Transformer (Supervised)2023.11 | 35.66 | 0.954 | |
| HDNetCategory=Transformer (Supervised)2023.11 | 35.55 | 0.946 | |
| ADMM-NetCategory=Deep Unfolding (Supervised)2023.11 | 34.82 | 0.933 | |
| GAP-NetCategory=Deep Unfolding (Supervised)2023.11 | 33.96 | 0.931 | |
| DGSMPCategory=Deep Unfolding (Supervised)2023.11 | 33.06 | 0.925 | |
| TSA-NetCategory=CNN (Supervised)2023.11 | 32.15 | 0.916 | |
| PnP-CASSICategory=PnP (Zero-Shot)2023.11 | 30.15 | 0.85 | |
| DIP-HSICategory=PnP (Zero-Shot)2023.11 | 29.91 | 0.839 | |
| HLRTFCategory=Tensor Network (Self-Supervised)2023.11 | 27.91 | 0.862 | |
| λ-NetCategory=CNN (Supervised)2023.11 | 27.73 | 0.87 | |
| GAP-TVCategory=Model2023.11 | 24.86 | 0.732 | |
| DeSCICategory=Model2023.11 | 23.11 | 0.73 | |
| TwISTCategory=Model2023.11 | 21.4 | 0.711 |