Hyperspectral Image Fusion on AVIRIS 4 Bands HR-MSI
37.212PSNRHSSDCT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HSSDCT#Params=6.78M, FLOPs=283.84G, Run-time=0.0112s, Memory=1290MB2026.01 | 37.212 | 1.348 | 26.544 | 1.648 | |
| Dual-UNet#Params=2.97M, FLOPs=88.65G, Run-time=0.0127s, Memory=2152MB2026.01 | 35.423 | 1.892 | 33.183 | 1.796 | |
| QRCODE#Params=41.88M, FLOPs=2231.19G, Run-time=0.2452s, Memory=15028MB2026.01 | 35.361 | 1.623 | 32.711 | 2.027 | |
| PSDNet#Params=3.155M, FLOPs=663.004G, Run-time=0.0354s, Memory=3962MB2026.01 | 35.153 | 1.967 | 64.573 | 1.834 | |
| MSSJFL#Params=16.33M, FLOPs=175.56G, Run-time=0.0128s, Memory=1349MB2026.01 | 34.966 | 1.792 | 33.636 | 2.245 | |
| PZRes-Net#Params=40.15M, FLOPs=5262.34G, Run-time=0.0141s, Memory=11059MB2026.01 | 34.963 | 1.934 | 35.498 | 1.935 | |
| DHIF-Net#Params=57.04M, FLOPs=13795.11G, Run-time=6.005s, Memory=14936MB2026.01 | 34.458 | 1.829 | 34.769 | 2.613 | |
| FusFormer#Params=0.18M, FLOPs=11.74G, Run-time=0.0158s, Memory=5964MB2026.01 | 34.217 | 2.012 | 35.687 | 1.996 | |
| HyperRefiner#Params=19.32M, FLOPs=94.37G, Run-time=0.0237s, Memory=7542MB2026.01 | 33.298 | 2.129 | 38.769 | 2.086 | |
| FusionMamba#Params=21.68M, FLOPs=134.47G, Run-time=0.0347s, Memory=2446MB2026.01 | 30.741 | 1.978 | 50.744 | 2.945 | |
| HyperTransformer#Params=142.83M, FLOPs=343.96G, Run-time=0.0252s, Memory=8104MB2026.01 | 28.692 | 3.664 | 62.231 | 4.774 | |
| U2Net#Params=265.15M, FLOPs=1931.09G, Run-time=0.1684s, Memory=7506MB2026.01 | 25.622 | 3.855 | 86.682 | 7.341 |