Hyperspectral Image Reconstruction on KAIST Simulation Scenes (test)
37.43PSNRLSST-Plus
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LSST-Plus#Params=1.35M, FLOPs=22.60G, Runtime=40.43ms2026.01 | 37.43 | 0.966 | 4.64 | |
| DAUHST#Params=2.08M, FLOPs=27.17G, Runtime=63.05ms2026.01 | 37.21 | 0.959 | 5.54 | |
| PADUT#Params=1.35M, FLOPs=22.91G, Runtime=81.86ms2026.01 | 36.95 | 0.962 | 4.84 | |
| LSST-L#Params=1.22M, FLOPs=16.35G, Runtime=34.49ms2026.01 | 36.51 | 0.963 | 5.16 | |
| CST-Plus#Params=3.00M, FLOPs=40.10G, Runtime=90.56ms2026.01 | 36.12 | 0.957 | 5.71 | |
| MST-Plus#Params=2.03M, FLOPs=28.15G, Runtime=80.85ms2026.01 | 35.99 | 0.951 | 6.35 | |
| CST-L#Params=3.00M, FLOPs=27.81G, Runtime=70.33ms2026.01 | 35.85 | 0.954 | 5.83 | |
| LSST-M#Params=0.85M, FLOPs=13.04G, Runtime=27.14ms2026.01 | 35.68 | 0.956 | 6.01 | |
| MST-L#Params=1.33M, FLOPs=19.42G, Runtime=45.68ms2026.01 | 35.18 | 0.948 | 7.47 | |
| LSST-S#Params=0.69M, FLOPs=8.37G, Runtime=18.83ms2026.01 | 35.18 | 0.949 | 6.8 | |
| GAP-Net#Params=4.27M, FLOPs=78.58G, Runtime=49.87ms2026.01 | 33.26 | 0.917 | 10.73 | |
| TSA-Net#Params=44.25M, FLOPs=110.06G, Runtime=38.32ms2026.01 | 31.46 | 0.894 | 8.75 | |
| λ-Net#Params=62.64M, FLOPs=117.98G, Runtime=42.41ms2026.01 | 28.53 | 0.841 | 19.71 | |
| DeSCI#Params=-, FLOPs=-, Runtime=-2026.01 | 25.27 | 0.721 | — | |
| GAP-TV#Params=-, FLOPs=-, Runtime=-2026.01 | 24.36 | 0.669 | — |