Aspect-Based Sentiment Analysis on Cross-domain ABSA Unseen (Fold 1)
52.11F1 ScoreT5 + COGLM
Evaluation Results
| Method | Links | |
|---|---|---|
| T5 + COGLMCategory=Ours2026.01 | 52.11 | |
| GRACECategory=Other ABSA Methods2026.01 | 50.08 | |
| T5Category=Ours2026.01 | 48.63 | |
| CONTRASTECategory=Other ABSA Methods2026.01 | 48.14 | |
| T5 + CLCategory=A3CG Baselines2026.01 | 46.97 | |
| T5Category=A3CG Baselines2026.01 | 43.03 | |
| IT-RER-ABSACategory=Other ABSA Methods2026.01 | 41.81 | |
| T5 + ALCategory=A3CG Baselines2026.01 | 39.62 | |
| InstructABSACategory=Other ABSA Methods2026.01 | 37.53 | |
| BERT-ST + CLCategory=A3CG Baselines2026.01 | 37.06 | |
| BERT-ST + ALCategory=A3CG Baselines2026.01 | 27.05 | |
| BERT-STCategory=A3CG Baselines2026.01 | 25.25 |