Hyperspectral Image Super-Resolution on PaviaU (test)
41.3824MPSNRCoFusion
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CoFusionScale=×22026.04 | 41.3824 | 0.9872 | 1.8341 | 1.2268 | |
| U2NetScale=×22026.04 | 40.7347 | 0.9789 | 2.3092 | 1.5398 | |
| PSRTScale=×22026.04 | 40.4956 | 0.9766 | 2.3996 | 2.0812 | |
| FusformerScale=×22026.04 | 40.3442 | 0.9703 | 3.5187 | 2.2514 | |
| FMPM-DNetScale=×22026.04 | 40.2562 | 0.9767 | 2.9594 | 2.1312 | |
| 3DT-NetScale=×22026.04 | 39.7224 | 0.9784 | 2.4692 | 1.7896 | |
| BUGPanScale=×22026.04 | 39.5856 | 0.9724 | 3.2294 | 2.2715 | |
| HSRnetScale=×22026.04 | 39.4947 | 0.9662 | 3.9012 | 2.4531 | |
| CoFusionScale=×42026.04 | 38.3195 | 0.9824 | 2.5637 | 1.9482 | |
| SMGU-NetScale=×22026.04 | 37.8881 | 0.9753 | 3.0192 | 2.0496 | |
| FMPM-DNetScale=×42026.04 | 37.7147 | 0.9657 | 3.4692 | 2.7096 | |
| SMGU-NetScale=×42026.04 | 37.4201 | 0.9734 | 3.2092 | 2.1694 | |
| U2NetScale=×42026.04 | 37.2681 | 0.9676 | 3.2394 | 2.4092 | |
| BUGPanScale=×42026.04 | 37.0623 | 0.9617 | 3.8492 | 2.9694 | |
| PSRTScale=×42026.04 | 36.7794 | 0.9622 | 3.5994 | 2.6592 | |
| 3DT-NetScale=×42026.04 | 36.6864 | 0.9722 | 3.0492 | 2.5394 | |
| DDSRNetScale Factor=2x2025.12 | 36.43 | 0.955 | 2.921 | — | |
| FusformerScale=×42026.04 | 36.2936 | 0.9537 | 4.1192 | 3.1496 | |
| CSSFENetScale Factor=2x2025.12 | 35.92 | 0.9625 | 3.038 | — | |
| HSRnetScale=×42026.04 | 35.7608 | 0.9512 | 4.0496 | 3.4492 | |
| PDENetScale Factor=2x2025.12 | 35.27 | 0.9594 | 3.142 | — | |
| AS3 ITransUNetScale Factor=2x2025.12 | 35.16 | 0.9591 | 3.149 | — | |
| MSFMNetScale Factor=2x2025.12 | 34.98 | 0.9582 | 3.16 | — | |
| MSDformerScale Factor=2x2025.12 | 34.15 | 0.9553 | 3.211 | — | |
| VDSRScale Factor=2x2025.12 | 34.03 | 0.9524 | 3.258 | — | |
| EDSRScale Factor=2x2025.12 | 33.98 | 0.9511 | 3.334 | — | |
| MCNetScale Factor=2x2025.12 | 33.74 | 0.9502 | 3.359 | — | |
| CoFusionScale=×82026.04 | 30.7428 | 0.9481 | 5.7946 | 4.5213 | |
| CSSFENetScale Factor=4x2025.12 | 30.68 | 0.8107 | 4.839 | — | |
| DDSRNetScale Factor=4x2025.12 | 30.56 | 0.8181 | 4.836 | — | |
| U2NetScale=×82026.04 | 30.4211 | 0.9188 | 5.9392 | 5.0794 | |
| PDENetScale Factor=4x2025.12 | 30.29 | 0.7944 | 4.853 | — | |
| MSFMNetScale Factor=4x2025.12 | 30.28 | 0.7948 | 4.861 | — | |
| AS3 ITransUNetScale Factor=4x2025.12 | 30.28 | 0.794 | 4.859 | — | |
| PSRTScale=×82026.04 | 30.2671 | 0.9164 | 6.0892 | 5.3294 | |
| FMPM-DNetScale=×82026.04 | 30.1849 | 0.9174 | 5.8192 | 5.0494 | |
| MSDformerScale Factor=4x2025.12 | 30.09 | 0.7905 | 4.885 | — | |
| MCNetScale Factor=4x2025.12 | 29.99 | 0.7835 | 4.917 | — | |
| VDSRScale Factor=4x2025.12 | 29.9 | 0.7753 | 4.997 | — | |
| EDSRScale Factor=4x2025.12 | 29.89 | 0.7791 | 5.074 | — | |
| BUGPanScale=×82026.04 | 29.4854 | 0.9124 | 6.2692 | 5.4194 | |
| 3DT-NetScale=×82026.04 | 29.4824 | 0.9049 | 6.1592 | 5.3394 | |
| FusformerScale=×82026.04 | 28.9891 | 0.8984 | 6.4192 | 5.3994 | |
| HSRnetScale=×82026.04 | 28.6921 | 0.8924 | 6.4992 | 5.4194 | |
| SHAREDownsample Rate=×22026.01 | 28.67 | 0.763 | 6.24 | — | |
| SMGU-NetScale=×82026.04 | 28.2848 | 0.9389 | 5.8892 | 4.8594 | |
| CSSFENetScale Factor=8x2025.12 | 27.82 | 0.6569 | 6.505 | — | |
| PDENetScale Factor=8x2025.12 | 27.73 | 0.6457 | 6.531 | — | |
| AS3 ITransUNetScale Factor=8x2025.12 | 27.68 | 0.6413 | 6.574 | — | |
| DDSRNetScale Factor=8x2025.12 | 27.64 | 0.625 | 6.77 | — | |
| MSFMNetScale Factor=8x2025.12 | 27.58 | 0.6356 | 6.615 | — | |
| MCNetScale Factor=8x2025.12 | 27.48 | 0.6254 | 6.683 | — | |
| EDSRScale Factor=8x2025.12 | 27.46 | 0.6302 | 6.678 | — | |
| MSDformerScale Factor=8x2025.12 | 27.32 | 0.6341 | 6.668 | — | |
| VDSRScale Factor=8x2025.12 | 27.02 | 0.5962 | 7.133 | — | |
| SHAREDownsample Rate=×42026.01 | 25.77 | 0.602 | 7.85 | — | |
| PnP-DIPDownsample Rate=×22026.01 | 25.52 | 0.637 | 8.2 | — | |
| SSDLDownsample Rate=×22026.01 | 25.06 | 0.617 | 11.29 | — | |
| DHPDownsample Rate=×22026.01 | 24.06 | 0.456 | 13.62 | — | |
| MCDownsample Rate=×22026.01 | 23.93 | 0.431 | 14.72 | — | |
| SSDLDownsample Rate=×42026.01 | 23.38 | 0.508 | 12.89 | — | |
| PnP-DIPDownsample Rate=×42026.01 | 23.09 | 0.425 | 11.31 | — | |
| DHPDownsample Rate=×42026.01 | 22.62 | 0.356 | 13.56 | — | |
| MCDownsample Rate=×42026.01 | 21.87 | 0.384 | 19.19 | — | |
| BicubicDownsample Rate=×22026.01 | 18.63 | 0.125 | 27.73 | — | |
| BicubicDownsample Rate=×42026.01 | 18.28 | 0.155 | 28.13 | — |