Hyperspectral Image Denoising on ICVL Gaussian noise σ ∈ [0, 55] (test)
47.85PSNRSSRT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SSRTParams (M)=10.2M, FLOPs/pixel=2.78M2026.01 | 47.85 | 0.9894 | 0.0319 | |
| LaMambaParams (M)=24.2M, FLOPs/pixel=11.5M2026.01 | 47.25 | 0.9888 | 0.0366 | |
| SSUMambaParams (M)=10.4M, FLOPs/pixel=23.6M2026.01 | 46.85 | 0.9882 | 0.0375 | |
| SERTParams (M)=1.9M, FLOPs/pixel=0.41M2026.01 | 46.34 | 0.9951 | 0.0373 | |
| T3SCParams (M)=0.83M, FLOPs/pixel=0.93M2026.01 | 45.15 | 0.981 | 0.0652 | |
| TRQ3DParams (M)=0.68M, FLOPs/pixel=0.44M2026.01 | 44.64 | 0.984 | 0.0487 | |
| Proposed (1-large)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 44.07 | 0.9816 | 0.0472 | |
| MAC-NetParams (M)=0.43M, FLOPs/pixel=14.8K2026.01 | 43.74 | 0.9768 | 0.0528 | |
| Proposed (5-mixture)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 43.65 | 0.9803 | 0.048 | |
| FastHyMix2026.01 | 43.25 | 0.9763 | 0.0764 | |
| FastHyDe2026.01 | 42.86 | 0.98 | 0.063 | |
| SimpleNetParams (M)=4.3M, FLOPs/pixel=13.5K2026.01 | 41.91 | 0.9751 | 0.0516 | |
| E-3DTV2026.01 | 40.2 | 0.9505 | 0.0993 | |
| BM4D2026.01 | 37.63 | 0.9008 | 0.1397 | |
| LRTFL02026.01 | 35.63 | 0.8125 | 0.1914 |