Hyperspectral Image Denoising on ICVL Gaussian noise σ ∈ [0, 95] (test)
46.2PSNRSSRT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SSRTParams (M)=10.2M, FLOPs/pixel=2.78M2026.01 | 46.2 | 0.9862 | 0.0375 | |
| LaMambaParams (M)=24.2M, FLOPs/pixel=11.5M2026.01 | 45.69 | 0.9856 | 0.0418 | |
| SSUMambaParams (M)=10.4M, FLOPs/pixel=23.6M2026.01 | 45.36 | 0.9853 | 0.0439 | |
| SERTParams (M)=1.9M, FLOPs/pixel=0.41M2026.01 | 44.47 | 0.9929 | 0.0447 | |
| TRQ3DParams (M)=0.68M, FLOPs/pixel=0.44M2026.01 | 43.54 | 0.9806 | 0.0523 | |
| T3SCParams (M)=0.83M, FLOPs/pixel=0.93M2026.01 | 43.1 | 0.9734 | 0.0747 | |
| Proposed (5-mixture)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 42.27 | 0.9751 | 0.056 | |
| Proposed (1-large)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 42.2 | 0.9741 | 0.0561 | |
| MAC-NetParams (M)=0.43M, FLOPs/pixel=14.8K2026.01 | 41.24 | 0.9577 | 0.0841 | |
| FastHyDe2026.01 | 40.84 | 0.9734 | 0.0771 | |
| FastHyMix2026.01 | 40.69 | 0.959 | 0.1078 | |
| SimpleNetParams (M)=4.3M, FLOPs/pixel=13.5K2026.01 | 40.43 | 0.9682 | 0.0581 | |
| E-3DTV2026.01 | 37.8 | 0.9297 | 0.1317 | |
| BM4D2026.01 | 34.71 | 0.8402 | 0.1906 | |
| LRTFL02026.01 | 32.83 | 0.7482 | 0.3014 |