HSI Denoising on PAVIA CITY CENTER
36.67PSNRLAMamaba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LAMamabaParams (M)=24.2M, FLOPs/pixel=11.5M2026.01 | 36.67 | 96.34 | 0.1 | |
| SSUMambaParams (M)=10.4M, FLOPs/pixel=23.6M2026.01 | 35.7 | 95.46 | 0.1057 | |
| SSRTParams (M)=10.2M, FLOPs/pixel=2.78M2026.01 | 35.1 | 94.93 | 0.1036 | |
| Proposed (1 large)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 33.3 | 91.73 | 0.1854 | |
| Proposed (5-mixture)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 33.23 | 92.02 | 0.1808 | |
| SERTParams (M)=1.9M, FLOPs/pixel=0.41M2026.01 | 32.16 | 95.44 | 0.1384 | |
| E-3DTVParams (M)=-, FLOPs/pixel=-2026.01 | 30.44 | 89.41 | 0.1134 | |
| SimplenetParams (M)=4.3M, FLOPs/pixel=13.5K2026.01 | 29.36 | 84.84 | 0.2278 | |
| T3SCParams (M)=0.83M, FLOPs/pixel=0.93M2026.01 | 28.69 | 86.56 | 0.2135 | |
| TRQ3DParams (M)=0.68M, FLOPs/pixel=0.44M2026.01 | 28.23 | 86.65 | 0.1961 | |
| MAC-NetParams (M)=0.43M, FLOPs/pixel=14.8K2026.01 | 27.74 | 87.24 | 0.3222 | |
| FastHyDeParams (M)=-, FLOPs/pixel=-2026.01 | 26.78 | 83.61 | 0.404 | |
| FASTHyMixParams (M)=-, FLOPs/pixel=-2026.01 | 26.52 | 79.82 | 0.4151 | |
| LRTFL0Params (M)=-, FLOPs/pixel=-2026.01 | 26.49 | 81.47 | 0.3703 | |
| BM4DParams (M)=-, FLOPs/pixel=-2026.01 | 21.7 | 51.28 | 0.5297 |