Metric: MCC (higher is better)
| # | Model↕ | MCC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Ru-RoBERTa+TDA | 0.594 | No | Can BERT eat RuCoLA? Topological Data Analysis t... | 2023-04-04 | Code |
| 2 | ruRoBERTa | 0.53 | No | RuCoLA: Russian Corpus of Linguistic Acceptability | 2022-10-23 | Code |
| 3 | Ru-BERT+TDA | 0.478 | No | Can BERT eat RuCoLA? Topological Data Analysis t... | 2023-04-04 | Code |
| 4 | RemBERT | 0.44 | No | RuCoLA: Russian Corpus of Linguistic Acceptability | 2022-10-23 | Code |
| 5 | ruBERT | 0.42 | No | RuCoLA: Russian Corpus of Linguistic Acceptability | 2022-10-23 | Code |
| 6 | ruGPT-3 | 0.3 | No | RuCoLA: Russian Corpus of Linguistic Acceptability | 2022-10-23 | Code |
| 7 | ruT5 | 0.25 | No | RuCoLA: Russian Corpus of Linguistic Acceptability | 2022-10-23 | Code |
| 8 | mBERT | 0.15 | No | RuCoLA: Russian Corpus of Linguistic Acceptability | 2022-10-23 | Code |
| 9 | XLM-R | 0.13 | No | RuCoLA: Russian Corpus of Linguistic Acceptability | 2022-10-23 | Code |