Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | En-BERT + TDA | 88.6 | No | Acceptability Judgements via Examining the Topol... | 2022-05-19 | Code |
| 2 | XLM-R (pre-trained) + TDA | 73 | No | Acceptability Judgements via Examining the Topol... | 2022-05-19 | Code |
| 3 | DeBERTa (large) | 69.5 | No | DeBERTa: Decoding-enhanced BERT with Disentangle... | 2020-06-05 | Code |
| 4 | TinyBERT-6 67M | 54 | No | TinyBERT: Distilling BERT for Natural Language U... | 2019-09-23 | Code |
| 5 | Synthesizer (R+V) | 53.3 | No | Synthesizer: Rethinking Self-Attention in Transf... | 2020-05-02 | Code |