Hyperspectral Reconstruction on NTIRE Hyper-Skin target 2022 (train)
93.14SSIMTarget Finetune
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Target FinetuneLabeled (Ratio[%])=N (100%)2025.11 | 93.14 | 11.25 | 32.08 | |
| Fully SupervisedLabeled (Ratio[%])=N (100%)2025.11 | 92.37 | 12.48 | 31.26 | |
| PHASELabeled (Ratio[%])=10 (5%)2025.11 | 91.42 | 12.18 | 30.87 | |
| ProMLLabeled (Ratio[%])=10 (5%)2025.11 | 89.89 | 14.75 | 29.54 | |
| PHASELabeled (Ratio[%])=3 (1.5%)2025.11 | 89.55 | 13.76 | 30.72 | |
| Unmix-SDALabeled (Ratio[%])=10 (5%)2025.11 | 89.18 | 14.86 | 29.87 | |
| IDMLabeled (Ratio[%])=10 (5%)2025.11 | 89.13 | 14.12 | 30.65 | |
| MCLLabeled (Ratio[%])=10 (5%)2025.11 | 88.04 | 15.96 | 26.34 | |
| Mean TeacherLabeled (Ratio[%])=10 (5%)2025.11 | 87.82 | 18.34 | 28.34 | |
| ADA-SDALabeled (Ratio[%])=10 (5%)2025.11 | 87.63 | 15.87 | 27.65 | |
| SFPMLabeled (Ratio[%])=10 (5%)2025.11 | 87.51 | 17.21 | 28.27 | |
| ProMLLabeled (Ratio[%])=3 (1.5%)2025.11 | 87.35 | 16.82 | 28.95 | |
| Unmix-SDALabeled (Ratio[%])=3 (1.5%)2025.11 | 86.41 | 16.93 | 29.18 | |
| IDMLabeled (Ratio[%])=3 (1.5%)2025.11 | 86.36 | 16.88 | 30.08 | |
| Mean TeacherLabeled (Ratio[%])=3 (1.5%)2025.11 | 85.65 | 20.84 | 27.95 | |
| SFPMLabeled (Ratio[%])=3 (1.5%)2025.11 | 85.05 | 18.65 | 27.82 | |
| MCLLabeled (Ratio[%])=3 (1.5%)2025.11 | 84.92 | 17.45 | 24.78 | |
| SADTLabeled (Ratio[%])=10 (5%)2025.11 | 84.87 | 17.95 | 23.96 | |
| ADA-SDALabeled (Ratio[%])=3 (1.5%)2025.11 | 84.49 | 17.12 | 26.2 | |
| SADTLabeled (Ratio[%])=3 (1.5%)2025.11 | 81.7 | 19.67 | 21.95 | |
| Source-OnlyLabeled (Ratio[%])=0 (0%)2025.11 | 60.12 | 66.89 | 18.05 |