Hyperspectral Unmixing on APEX
0.046RMSE (Mean)WS-Net
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| WS-Net2026.03 | 0.046 | 0.0502 | 0.0331 | 0.0167 | 0.0841 | — | |
| EndNet2026.03 | 0.0703 | 0.0337 | 0.0346 | 0.1071 | 0.1058 | — | |
| CNNAEU2026.03 | 0.0743 | 0.0588 | 0.0385 | 0.0769 | 0.1233 | — | |
| MiSiCNet2026.03 | 0.0872 | 0.0771 | 0.0385 | 0.0242 | 0.2091 | — | |
| EDAA2026.03 | 0.0915 | 0.0947 | 0.0701 | 0.0311 | 0.1702 | — | |
| DEQ-Unmix2026.04 | 0.1077 | — | — | — | — | 0.1236 | |
| FCLSU2026.03 | 0.1192 | 0.0942 | 0.0554 | 0.1526 | 0.1746 | — | |
| DeepTrans2026.04 | 0.1211 | — | — | — | — | 0.0993 | |
| AE-RED2026.04 | 0.1214 | — | — | — | — | 0.272 | |
| DeepTrans2026.03 | 0.1218 | 0.12 | 0.0993 | 0.1776 | 0.0902 | — | |
| PnP-BM4D2026.04 | 0.1353 | — | — | — | — | 0.2463 | |
| PnP-BM3D2026.04 | 0.1466 | — | — | — | — | 0.2023 | |
| SNMF-Net2026.04 | 0.1553 | — | — | — | — | 0.2528 | |
| VCA+FCLS2026.04 | 0.1581 | — | — | — | — | 0.3958 | |
| Hyperweak2026.03 | 0.2628 | 0.2131 | 0.1743 | 0.2109 | 0.4528 | — |