| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Rest SemEval 2014 (test) | KaGRMN-DSG | Accuracy87.68 | 60 | 2d ago | |
| Laptop (test) | PF-CNN | Accuracy86.35 | 49 | 4d ago | |
| ASC | Accuracy91.91 | 40 | 4d ago | ||
| Restaurant SemEval 2015 (test) | IT-RER-ABSA | Accuracy94.31 | 32 | 2d ago | |
| Restaurant SemEval 2016 (test) | InstructABSA2 | F1 Score93.01 | 27 | 2d ago | |
| MAMS (test) | LSAE-X-DeBERTa | Accuracy86.38 | 19 | 4d ago | |
| Restaurant (test) | BERT-PT | Accuracy84.95 | 19 | 4d ago | |
| Rest (test) | BM25 + Feedback-ICL | Accuracy81.83 | 11 | 4d ago | |
| Laptop | K-Means | F1 Score73.68 | 11 | 4d ago | |
| Rest | BM25 + Feedback-ICL | F1 Score71.76 | 11 | 4d ago | |
| Restaurant14 ARTS (test) | LSAE-DEBERTA | Accuracy81.55 | 10 | 4d ago | |
| Laptop14 ARTS (test) | LSAE-DEBERTA | Acc74.47 | 10 | 4d ago |
