Table 7.

Ablation study results on the binary classification task.

Name	Accuracy	Recall	Precision	F1-Score	AUC
Binary classification
Branch I - small	0.7810	0.8034	0.7856	0.7944	0.9006
Branch II - large	0.7843	0.7986	0.7794	0.7889	0.8991
Dual branch	0.8310	0.8508	0.8290	0.8397	0.9288
Dual branch enhance	0.7672	0.7627	0.7430	0.7527	0.8752
Dual branch attention	0.8319	0.8566	0.8386	0.8475	0.9368
Our proposed	0.8431	0.8667	0.8486	0.8575	0.9357
Multi classification
Branch I - small	0.6764	0.7130	0.7477	0.7299	0.8896
Branch II - large	0.6960	0.7366	0.7749	0.7553	0.9148
Dual branch	0.7385	0.7759	0.8026	0.7891	0.9314
Dual branch enhance	0.7156	0.7635	0.7925	0.7777	0.9264
Dual branch attention	0.7679	0.7586	0.7895	0.7737	0.9248
Our proposed	0.7924	0.8422	0.8596	0.8508	0.9635