HSI Denoising on Huston 2018
35.1PSNRLAMamaba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LAMamabaParams (M)=24.2M, FLOPs/pixel=11.5M2026.01 | 35.1 | 0.9462 | 0.095 | |
| SSUMambaParams (M)=10.4M, FLOPs/pixel=23.6M2026.01 | 34.74 | 0.9452 | 0.0993 | |
| SSRTParams (M)=10.2M, FLOPs/pixel=2.78M2026.01 | 34.71 | 0.9387 | 0.0915 | |
| TRQ3DParams (M)=0.68M, FLOPs/pixel=0.44M2026.01 | 32.55 | 0.9194 | 0.1241 | |
| SERTParams (M)=1.9M, FLOPs/pixel=0.41M2026.01 | 31.31 | 0.9296 | 0.1517 | |
| E-3DTVParams (M)=-, FLOPs/pixel=-2026.01 | 30.64 | 0.857 | 0.1323 | |
| Proposed (5-mixture)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 30.39 | 0.8843 | 0.1577 | |
| SimplenetParams (M)=4.3M, FLOPs/pixel=13.5K2026.01 | 30.03 | 0.8781 | 0.1832 | |
| Proposed (1 large)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 29.86 | 0.8753 | 0.1772 | |
| T3SCParams (M)=0.83M, FLOPs/pixel=0.93M2026.01 | 29.84 | 0.8751 | 0.1943 | |
| MAC-NetParams (M)=0.43M, FLOPs/pixel=14.8K2026.01 | 28.83 | 0.7963 | 0.2356 | |
| LRTFL0Params (M)=-, FLOPs/pixel=-2026.01 | 28.75 | 0.8038 | 0.2221 | |
| FastHyDeParams (M)=-, FLOPs/pixel=-2026.01 | 27.07 | 0.7757 | 0.4518 | |
| FASTHyMixParams (M)=-, FLOPs/pixel=-2026.01 | 25.35 | 0.7131 | 0.4593 | |
| BM4DParams (M)=-, FLOPs/pixel=-2026.01 | 22.76 | 0.4762 | 0.5168 |