Hyperspectral Image Fusion on AVIRIS 6 Bands HR-MSI
40.227PSNRHSSDCT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HSSDCT#Params=6.78M, FLOPs=283.84G, Run-time=0.0112s, Memory=1290MB2026.01 | 40.227 | 1.098 | 20.524 | 1.059 | |
| DHIF-Net#Params=57.04M, FLOPs=13795.11G, Run-time=6.005s, Memory=14936MB2026.01 | 39.146 | 1.239 | 25.309 | 1.113 | |
| QRCODE#Params=41.88M, FLOPs=2231.19G, Run-time=0.2452s, Memory=15028MB2026.01 | 38.948 | 1.148 | 24.617 | 1.429 | |
| FusFormer#Params=0.18M, FLOPs=11.74G, Run-time=0.0158s, Memory=5964MB2026.01 | 38.637 | 1.678 | 28.674 | 1.204 | |
| PSDNet#Params=3.155M, FLOPs=663.004G, Run-time=0.0354s, Memory=3962MB2026.01 | 38.588 | 1.619 | 52.446 | 1.088 | |
| Dual-UNet#Params=2.97M, FLOPs=88.65G, Run-time=0.0127s, Memory=2152MB2026.01 | 38.453 | 1.548 | 26.148 | 1.205 | |
| MSSJFL#Params=16.33M, FLOPs=175.56G, Run-time=0.0128s, Memory=1349MB2026.01 | 38.006 | 1.39 | 26.893 | 1.535 | |
| HyperRefiner#Params=19.32M, FLOPs=94.37G, Run-time=0.0237s, Memory=7542MB2026.01 | 37.654 | 1.59 | 29.629 | 1.403 | |
| PZRes-Net#Params=40.15M, FLOPs=5262.34G, Run-time=0.0141s, Memory=11059MB2026.01 | 37.427 | 1.478 | 28.234 | 1.538 | |
| HyperTransformer#Params=142.83M, FLOPs=343.96G, Run-time=0.0252s, Memory=8104MB2026.01 | 32.954 | 2.568 | 41.256 | 3.834 | |
| FusionMamba#Params=21.68M, FLOPs=134.47G, Run-time=0.0347s, Memory=2446MB2026.01 | 32.407 | 1.54 | 45.774 | 2.569 | |
| U2Net#Params=265.15M, FLOPs=1931.09G, Run-time=0.1684s, Memory=7506MB2026.01 | 27.068 | 3.832 | 85.101 | 6.816 |