Model | Hamming loss | Accuracy | Precision | Recall | Macro-F1 |
ECA [21] | 0.0732 | 0.7833 | 0.7928 | 0.8257 | 0.8092 |
CBAM [22] | 0.0686 | 0.7882 | 0.7975 | 0.8276 | 0.8143 |
SE [15] | 0.0657 | 0.8003 | 0.8079 | 0.8301 | 0.8166 |
SCSE [23] | 0.0573 | 0.7891 | 0.8122 | 0.8334 | 0.8193 |
CSCA (Ours) | 0.0524 | 0.8045 | 0.8187 | 0.8367 | 0.8221 |
CSCA + WA | 0.0466 | 0.8072 | 0.8256 | 0.8484 | 0.8368 |
CSCA + GA | 0.0437 | 0.8083 | 0.8263 | 0.8371 | 0.8273 |
CSCA + WA + GA | 0.0392 | 0.8116 | 0.8358 | 0.8469 | 0.8413 |