Hyperspectral Image Super-Resolution on CAVE (test)
51.5247PSNRCoFusion
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CoFusionScale=×22026.04 | 51.5247 | — | — | 2.0238 | — | 0.9972 | 1.7421 | — | |
| SMGU-NetScale=×22026.04 | 51.5052 | — | — | 2.0792 | — | 0.9956 | 1.8194 | — | |
| 3DT-NetScale=×22026.04 | 51.5043 | — | — | 2.0496 | — | 0.9958 | 1.8294 | — | |
| U2NetScale=×22026.04 | 51.4816 | — | — | 2.1297 | — | 0.9948 | 1.8496 | — | |
| PSRTScale=×22026.04 | 51.4128 | — | — | 2.1795 | — | 0.9941 | 1.8891 | — | |
| FusformerScale=×22026.04 | 51.3352 | — | — | 2.3294 | — | 0.9935 | 1.9692 | — | |
| FMPM-DNetScale=×22026.04 | 50.9621 | — | — | 2.2693 | — | 0.9943 | 1.9397 | — | |
| BUGPanScale=×22026.04 | 50.5846 | — | — | 2.4992 | — | 0.9933 | 2.0418 | — | |
| HSRnetScale=×22026.04 | 50.541 | — | — | 2.4608 | — | 0.9926 | 2.0012 | — | |
| ASSR-Net2026.04 | 49.582 | — | — | 2.05 | 0.9769 | 0.9961 | 0.4725 | — | |
| SRLF2026.04 | 49.2959 | — | — | 2.15 | 0.9749 | 0.9954 | 0.4924 | — | |
| CoFusionScale=×42026.04 | 49.1382 | — | — | 2.6045 | — | 0.9948 | 2.0087 | — | |
| SMGU-NetScale=×42026.04 | 48.8124 | — | — | 2.7292 | — | 0.9931 | 2.0594 | — | |
| SINet2026.04 | 48.6726 | — | — | 2.3 | 0.9743 | 0.995 | 0.5261 | — | |
| MIMO-SST2026.04 | 48.2001 | — | — | 2.56 | 0.9697 | 0.9942 | 0.5575 | — | |
| PSRTScale=×42026.04 | 47.9984 | — | — | 2.8392 | — | 0.9869 | 2.2994 | — | |
| OTIAS2026.04 | 47.9541 | — | — | 2.45 | 0.9728 | 0.9945 | 0.5646 | — | |
| U2NetScale=×42026.04 | 47.9379 | — | — | 2.7792 | — | 0.9879 | 2.1696 | — | |
| LRTN2026.04 | 47.8958 | — | — | 2.36 | 0.9704 | 0.9945 | 0.5612 | — | |
| DSPNet2026.04 | 47.806 | — | — | 2.5 | 0.9729 | 0.9944 | 0.5756 | — | |
| FMPM-DNetScale=×42026.04 | 47.7016 | — | — | 2.8892 | — | 0.9886 | 2.3594 | — | |
| FusformerScale=×42026.04 | 47.6268 | — | — | 3.0094 | — | 0.9859 | 2.4792 | — | |
| CoFusionScale=×82026.04 | 47.4931 | — | — | 2.8276 | — | 0.9934 | 2.3552 | — | |
| DHIF-Net2026.04 | 47.2893 | — | — | 2.41 | 0.9733 | 0.9947 | 0.6034 | — | |
| BUGPanScale=×42026.04 | 47.2645 | — | — | 2.9792 | — | 0.9871 | 2.5594 | — | |
| SMGU-NetScale=×82026.04 | 47.1327 | — | — | 2.9092 | — | 0.9914 | 2.4194 | — | |
| HSRnetScale=×42026.04 | 46.8276 | — | — | 3.1392 | — | 0.9842 | 2.5894 | — | |
| U2NetScale=×82026.04 | 46.3639 | — | — | 3.0392 | — | 0.9897 | 2.6394 | — | |
| FMPM-DNetScale=×82026.04 | 46.2312 | — | — | 3.2192 | — | 0.9864 | 2.8294 | — | |
| PSRTScale=×82026.04 | 46.1125 | — | — | 3.1692 | — | 0.9879 | 2.7294 | — | |
| BUGPanScale=×82026.04 | 45.7846 | — | — | 3.4292 | — | 0.9848 | 3.0194 | — | |
| 3DT-NetScale=×42026.04 | 45.6038 | — | — | 3.1992 | — | 0.9901 | 2.8396 | — | |
| FusformerScale=×82026.04 | 45.3427 | — | — | 3.2892 | — | 0.9858 | 2.9694 | — | |
| 3DT-NetScale=×82026.04 | 45.3126 | — | — | 3.5092 | — | 0.9852 | 3.1394 | — | |
| HSRnetScale=×82026.04 | 45.2084 | — | — | 3.3692 | — | 0.9838 | 3.0894 | — | |
| PGU-Net2026.06 | 36.28 | — | — | — | — | 0.9816 | — | 0.0164 | |
| SSR2026.06 | 34.95 | — | — | — | — | 0.9765 | — | 0.0194 | |
| MST++2026.06 | 31.02 | — | — | — | — | 0.9709 | — | 0.0281 | |
| AWAN2026.06 | 27.93 | — | — | — | — | 0.955 | — | 0.0401 | |
| HSCNN+2026.06 | 26.18 | — | — | — | — | 0.9389 | — | 0.0494 | |
| BicubicScale=2x2026.01 | — | 21.28 | 0.138 | 50.87 | — | — | — | — | |
| MCScale=2x2026.01 | — | 29.42 | 0.632 | 26.05 | — | — | — | — | |
| SHAREScale=2x2026.01 | — | 33.5 | 0.88 | 12.05 | — | — | — | — | |
| SSDLScale=2x2026.01 | — | 31.57 | 0.842 | 14.39 | — | — | — | — |