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Aspect-Based Sentiment Analysis on Cross-domain ABSA Average Seen

67.59F1 ScoreT5 + COGLM
31.81441.10250.3959.678Jan 29, 2026

Evaluation results

MethodLinks
T5 + COGLMCategory=Ours2026.0167.59
CONTRASTECategory=Other ABSA Methods2026.0167.47
T5 + CLCategory=A3CG Baselines2026.0166.9
T5Category=A3CG Baselines2026.0164.9
T5Category=Ours2026.0164.51
T5 + ALCategory=A3CG Baselines2026.0164.44
IT-RER-ABSACategory=Other ABSA Methods2026.0164.18
InstructABSACategory=Other ABSA Methods2026.0163.03
BERT-ST + CLCategory=A3CG Baselines2026.0162.42
GRACECategory=Other ABSA Methods2026.0161.96
BERT-STCategory=A3CG Baselines2026.0140.84
BERT-ST + ALCategory=A3CG Baselines2026.0133.19