Mean quantitative evaluation of results in IKONOS dataset.
| Method | Q8 | SAM | ERGAS | SCC | Dλ | Ds | QNR |
|---|---|---|---|---|---|---|---|
| EXP | 0.6386 | 2.4664 | 2.5898 | 0.8076 | 0.0806 | 0.1511 | 0.7818 |
| BT-H | 0.8191 | 2.0141 | 1.4239 | 0.9570 | 0.1678 | 0.1649 | 0.7117 |
| BDSD-PC | 0.8396 | 1.8871 | 1.3717 | 0.9622 | 0.1332 | 0.1046 | 0.7809 |
| C-GSA | 0.8356 | 1.8619 | 1.3643 | 0.9620 | 0.1377 | 0.1491 | 0.7443 |
| SR-D | 0.8419 | 1.8017 | 1.3735 | 0.9618 | 0.0418 | 0.0872 | 0.8752 |
| MTF-GLP-HPM-R | 0.8413 | 1.8185 | 1.3385 | 0.9639 | 0.0820 | 0.1323 | 0.8000 |
| MTF-GLP-FS | 0.8382 | 1.8774 | 1.3828 | 0.9599 | 0.0856 | 0.1354 | 0.7939 |
| PNN | 0.7908 | 2.2485 | 1.7463 | 0.9429 | 0.2453 | 0.0900 | 0.6928 |
| DiCNN | 0.8582 | 1.5829 | 1.1853 | 0.9749 | 0.1275 | 0.1234 | 0.7746 |
| Fusion-Net | 0.7807 | 1.5514 | 1.4539 | 0.9783 | 0.3626 | 0.0721 | 0.5987 |
| TD-Net | 0.7353 | 2.1117 | 2.1117 | 0.8881 | 0.0853 | 0.1907 | 0.7401 |
| TF-Net | 0.8730 | 1.4878 | 1.1422 | 0.9792 | 0.0810 | 0.0885 | 0.8411 |
| ESAFormer | 0.8839 | 1.3665 | 1.0300 | 0.9823 | 0.0729 | 0.0829 | 0.8553 |
| Idea Value | 1 | 0 | 0 | 1 | 0 | 0 | 1 |
| Method | Q8 | SAM | ERGAS | SCC | QNR | ||
|---|---|---|---|---|---|---|---|
| EXP | 0.6386 | 2.4664 | 2.5898 | 0.8076 | 0.0806 | 0.1511 | 0.7818 |
| BT-H | 0.8191 | 2.0141 | 1.4239 | 0.9570 | 0.1678 | 0.1649 | 0.7117 |
| BDSD-PC | 0.8396 | 1.8871 | 1.3717 | 0.9622 | 0.1332 | 0.1046 | 0.7809 |
| C-GSA | 0.8356 | 1.8619 | 1.3643 | 0.9620 | 0.1377 | 0.1491 | 0.7443 |
| SR-D | 0.8419 | 1.8017 | 1.3735 | 0.9618 | 0.0872 | ||
| MTF-GLP-HPM-R | 0.8413 | 1.8185 | 1.3385 | 0.9639 | 0.0820 | 0.1323 | 0.8000 |
| MTF-GLP-FS | 0.8382 | 1.8774 | 1.3828 | 0.9599 | 0.0856 | 0.1354 | 0.7939 |
| PNN | 0.7908 | 2.2485 | 1.7463 | 0.9429 | 0.2453 | 0.0900 | 0.6928 |
| DiCNN | 0.8582 | 1.5829 | 1.1853 | 0.9749 | 0.1275 | 0.1234 | 0.7746 |
| Fusion-Net | 0.7807 | 1.5514 | 1.4539 | 0.9783 | 0.3626 | 0.5987 | |
| TD-Net | 0.7353 | 2.1117 | 2.1117 | 0.8881 | 0.0853 | 0.1907 | 0.7401 |
| TF-Net | 0.8730 | 1.4878 | 1.1422 | 0.9792 | 0.0810 | 0.0885 | 0.8411 |
| ESAFormer | 0.0729 | 0.0829 | 0.8553 | ||||
| Idea Value | 1 | 0 | 0 | 1 | 0 | 0 | 1 |
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