HSI Reconstruction on KAIST 10 scenes (Scene5)
35.21PSNRDiffSCI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DiffSCICategory=Zero-Shot2023.11 | 35.21 | 0.946 | |
| MST++Category=Transformer (Supervised)2023.11 | 33.27 | 0.954 | |
| CST-L+Category=Transformer (Supervised)2023.11 | 32.95 | 0.957 | |
| MST-LCategory=Transformer (Supervised)2023.11 | 32.84 | 0.949 | |
| HDNetCategory=Transformer (Supervised)2023.11 | 32.56 | 0.948 | |
| HDNet2022.03 | 32.49 | 0.9565 | |
| ADMM-NetCategory=Deep Unfolding (Supervised)2023.11 | 31.83 | 0.924 | |
| GAP-NetCategory=Deep Unfolding (Supervised)2023.11 | 31.44 | 0.921 | |
| TSA-NetCategory=CNN (Supervised)2023.11 | 29.47 | 0.884 | |
| TSA-Net2022.03 | 29.39 | 0.8835 | |
| DNU2022.03 | 29.03 | 0.8326 | |
| DGSMP2022.03 | 28.86 | 0.882 | |
| DGSMPCategory=Deep Unfolding (Supervised)2023.11 | 28.86 | 0.882 | |
| HSSP2022.03 | 28.53 | 0.8084 | |
| PnP-CASSICategory=PnP (Zero-Shot)2023.11 | 27.45 | 0.798 | |
| DIP-HSICategory=PnP (Zero-Shot)2023.11 | 27.45 | 0.796 | |
| λ-Net2022.03 | 26.19 | 0.8166 | |
| λ-NetCategory=CNN (Supervised)2023.11 | 26.19 | 0.817 | |
| DeSCICategory=Model2023.11 | 25.41 | 0.778 | |
| HLRTFCategory=Tensor Network (Self-Supervised)2023.11 | 25.33 | 0.76 | |
| GAP-TVCategory=Model2023.11 | 24.33 | 0.778 | |
| DeSCI2022.03 | 23.94 | 0.7057 | |
| GAP-TV2022.03 | 23.64 | 0.7033 | |
| TwIST2022.03 | 21.41 | 0.6351 | |
| TwISTCategory=Model2023.11 | 21.41 | 0.635 |