HSI Denoising on EARTH OBSERVING-1
0.6074TOPIQ NR ScoreSSUMamba
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSUMambaParams (M)=10.4M, FLOPs/pixel=23.6M2026.01 | 0.6074 | 0.5559 | |
| LAMamabaParams (M)=24.2M, FLOPs/pixel=11.5M2026.01 | 0.5853 | 0.5092 | |
| T3SCParams (M)=0.83M, FLOPs/pixel=0.93M2026.01 | 0.5258 | 0.4892 | |
| FastHyDeParams (M)=-, FLOPs/pixel=-2026.01 | 0.5235 | 0.5187 | |
| MAC-NetParams (M)=0.43M, FLOPs/pixel=14.8K2026.01 | 0.5231 | 0.4964 | |
| BM4DParams (M)=-, FLOPs/pixel=-2026.01 | 0.5184 | 0.5011 | |
| LRTFL0Params (M)=-, FLOPs/pixel=-2026.01 | 0.5177 | 0.5204 | |
| Proposed (5-mixture)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 0.5114 | 0.5184 | |
| Proposed (1 large)Params (M)=5.3M, FLOPs/pixel=100K2026.01 | 0.5026 | 0.5161 | |
| E-3DTVParams (M)=-, FLOPs/pixel=-2026.01 | 0.4838 | 0.5355 | |
| SERTParams (M)=1.9M, FLOPs/pixel=0.41M2026.01 | 0.4654 | 0.5161 | |
| SimplenetParams (M)=4.3M, FLOPs/pixel=13.5K2026.01 | 0.4552 | 0.4904 | |
| TRQ3DParams (M)=0.68M, FLOPs/pixel=0.44M2026.01 | 0.3536 | 0.4437 |