Metric: Restaurant (F1) (higher is better)
| # | Model↕ | Restaurant (F1)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | InstructABSA | 92.76 | No | InstructABSA: Instruction Learning for Aspect Ba... | 2023-02-16 | Code |
| 2 | ACE | 92 | No | Automated Concatenation of Embeddings for Struct... | 2020-10-10 | Code |
| 3 | Wei et al. (2020) | 87.1 | No | - | - | - |
| 4 | DE-CNN | 85.2 | No | Double Embeddings and CNN-based Sequence Labelin... | 2018-05-11 | Code |
| 5 | PH-SUM | 82.34 | No | Improving BERT Performance for Aspect-Based Sent... | 2020-10-22 | Code |
| 6 | BAT | 81.5 | No | Adversarial Training for Aspect-Based Sentiment ... | 2020-01-30 | Code |