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