Hyperspectral Reconstruction on NTIRE Hyper-Skin target 2020 (train)
92.89SSIMTarget Finetune
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Target FinetuneLabeled (Ratio[%])=N (100%)2025.11 | 92.89 | 11.73 | 31.92 | |
| Fully SupervisedLabeled (Ratio[%])=N (100%)2025.11 | 92.37 | 12.48 | 31.26 | |
| PHASELabeled (Ratio[%])=10 (5%)2025.11 | 90.76 | 12.43 | 30.04 | |
| ProMLLabeled (Ratio[%])=10 (5%)2025.11 | 89.37 | 14.12 | 29.21 | |
| Unmix-SDALabeled (Ratio[%])=10 (5%)2025.11 | 88.64 | 13.95 | 28.63 | |
| IDMLabeled (Ratio[%])=10 (5%)2025.11 | 88.28 | 15.04 | 28.14 | |
| PHASELabeled (Ratio[%])=3 (1.5%)2025.11 | 88.24 | 14.28 | 28.78 | |
| Mean TeacherLabeled (Ratio[%])=10 (5%)2025.11 | 87.94 | 18.65 | 25.12 | |
| MCLLabeled (Ratio[%])=10 (5%)2025.11 | 87.62 | 16.32 | 26.87 | |
| ProMLLabeled (Ratio[%])=3 (1.5%)2025.11 | 87.23 | 15.45 | 28.22 | |
| ADA-SDALabeled (Ratio[%])=10 (5%)2025.11 | 87.17 | 16.14 | 26.54 | |
| SFPMLabeled (Ratio[%])=10 (5%)2025.11 | 86.76 | 17.58 | 25.82 | |
| Unmix-SDALabeled (Ratio[%])=3 (1.5%)2025.11 | 85.82 | 16.12 | 27.25 | |
| IDMLabeled (Ratio[%])=3 (1.5%)2025.11 | 85.35 | 16.94 | 26.15 | |
| Mean TeacherLabeled (Ratio[%])=3 (1.5%)2025.11 | 85.3 | 21.05 | 23.23 | |
| MCLLabeled (Ratio[%])=3 (1.5%)2025.11 | 84.6 | 17.89 | 25.2 | |
| ADA-SDALabeled (Ratio[%])=3 (1.5%)2025.11 | 84.16 | 17.56 | 24.23 | |
| SADTLabeled (Ratio[%])=10 (5%)2025.11 | 84.13 | 17.86 | 24.38 | |
| SFPMLabeled (Ratio[%])=3 (1.5%)2025.11 | 83.69 | 19.42 | 23.75 | |
| SADTLabeled (Ratio[%])=3 (1.5%)2025.11 | 81.33 | 19.23 | 22.82 | |
| Source-OnlyLabeled (Ratio[%])=0 (0%)2025.11 | 59.87 | 67.57 | 17.86 |