Hyperspectral Image Denoising on ICVL Gaussian noise σ ∈ [0, 15] (test)
52.12PSNRSSRT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SSRTParams (M)=10.2M, FLOPs/pixel=2.78M2026.01 | 52.12 | 0.995 | 0.0225 | |
| LaMambaParams (M)=24.2M, FLOPs/pixel=11.5M2026.01 | 51.87 | 0.9949 | 0.0233 | |
| SSUMambaParams (M)=10.4M, FLOPs/pixel=23.6M2026.01 | 51.34 | 0.9946 | 0.0256 | |
| SERTParams (M)=1.9M, FLOPs/pixel=0.41M2026.01 | 50.18 | 0.9977 | 0.0278 | |
| T3SCParams (M)=0.83M, FLOPs/pixel=0.93M2026.01 | 49.68 | 0.9912 | 0.0486 | |
| FastHyMix2026.01 | 49.29 | 0.9929 | 0.035 | |
| Proposed (5-mixture)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 49.07 | 0.9915 | 0.0338 | |
| Proposed (1-large)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 48.93 | 0.9917 | 0.0339 | |
| MAC-NetParams (M)=0.43M, FLOPs/pixel=14.8K2026.01 | 48.21 | 0.9915 | 0.0387 | |
| FastHyDe2026.01 | 48.08 | 0.9917 | 0.0404 | |
| TRQ3DParams (M)=0.68M, FLOPs/pixel=0.44M2026.01 | 46.43 | 0.9878 | 0.0437 | |
| E-3DTV2026.01 | 46.05 | 0.9811 | 0.056 | |
| SimpleNetParams (M)=4.3M, FLOPs/pixel=13.5K2026.01 | 46.01 | 0.9884 | 0.04 | |
| BM4D2026.01 | 44.39 | 0.9683 | 0.0692 | |
| LRTFL02026.01 | 43.41 | 0.9315 | 0.057 |