Aspect-Based Sentiment Analysis on Cross-domain ABSA Unseen (Average)
49.04F1 ScoreT5 + COGLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| T5 + COGLMCategory=Ours2026.01 | 49.04 | -18.55 | |
| GRACECategory=Other ABSA Methods2026.01 | 47.51 | -14.45 | |
| CONTRASTECategory=Other ABSA Methods2026.01 | 46.34 | -21.13 | |
| InstructABSACategory=Other ABSA Methods2026.01 | 44.89 | -18.14 | |
| T5Category=Ours2026.01 | 44.66 | -19.85 | |
| T5 + CLCategory=A3CG Baselines2026.01 | 43.99 | -22.91 | |
| IT-RER-ABSACategory=Other ABSA Methods2026.01 | 43.26 | -20.96 | |
| T5 + ALCategory=A3CG Baselines2026.01 | 42.82 | -21.62 | |
| T5Category=A3CG Baselines2026.01 | 41.12 | -23.78 | |
| BERT-ST + CLCategory=A3CG Baselines2026.01 | 37.93 | -24.49 | |
| BERT-ST + ALCategory=A3CG Baselines2026.01 | 26.24 | -6.95 | |
| BERT-STCategory=A3CG Baselines2026.01 | 26.06 | -14.78 |