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. 2025 Feb 28;11:e2740. doi: 10.7717/peerj-cs.2740

Table 3. Comparing performance with benchmark models.

Model Weighted-AUCROC Weighted-AUCPR Weighted-F1 MCC ACC
HTCInfoMax 0.9861 0.9060 0.9030 0.8989 0.9087
ConvTextTM 0.9806 0.8658 0.8210 0.8393 0.8478
BERT+HiMatch 0.9932 0.9668 0.9172 0.9078 0.9174
HDLTex 0.9865 0.9063 0.9030 0.8989 0.9087
DocBERT 0.9880 0.9433 0.9173 0.9077 0.9174
Ours 0.9922 0.9639 0.9350 0.9273 0.9348

Note:

Bold indicates the highest performance.