Spectral Reconstruction on NTIRE HSI Dataset 2022 (val)
0.1645MRAEMST++
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MST++Params (M)=1.62, FLOPs (G)=23.052022.04 | 0.1645 | 0.0248 | 34.32 | |
| MST-LParams (M)=2.45, FLOPs (G)=32.072022.04 | 0.1772 | 0.0256 | 33.9 | |
| MPRNetParams (M)=3.62, FLOPs (G)=101.592022.04 | 0.1817 | 0.027 | 33.5 | |
| RestormerParams (M)=15.11, FLOPs (G)=93.772022.04 | 0.1833 | 0.0274 | 33.4 | |
| MIRNetParams (M)=3.75, FLOPs (G)=42.952022.04 | 0.189 | 0.0274 | 33.29 | |
| HINetParams (M)=5.21, FLOPs (G)=31.042022.04 | 0.2032 | 0.0303 | 32.51 | |
| HDNetParams (M)=2.66, FLOPs (G)=173.812022.04 | 0.2048 | 0.0317 | 32.13 | |
| AWANParams (M)=4.04, FLOPs (G)=270.612022.04 | 0.25 | 0.0367 | 31.22 | |
| EDSRParams (M)=2.42, FLOPs (G)=158.322022.04 | 0.3277 | 0.0437 | 28.29 | |
| HRNetParams (M)=31.70, FLOPs (G)=163.812022.04 | 0.3476 | 0.055 | 26.89 | |
| HSCNN+Params (M)=4.65, FLOPs (G)=304.452022.04 | 0.3814 | 0.0588 | 26.36 |