Text Classification on XNLI (test)
81.3Accuracy (Max)MacBERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MacBERTScale=large2022.03 | 81.3 | 80.6 | |
| MacBERTModel size=large2022.11 | 81.3 | 80.6 | |
| RoBERTaScale=large2022.03 | 81.2 | 80.6 | |
| RoBERTaModel size=large2022.11 | 81.2 | 80.6 | |
| ELECTRAScale=large2022.03 | 81 | 80.9 | |
| ELECTRAModel size=large2022.11 | 81 | 80.9 | |
| LERTModel size=large2022.11 | 81 | 80.7 | |
| PERTScale=large2022.03 | 80.4 | 80.1 | |
| PERTModel size=large2022.11 | 80.4 | 80.1 | |
| LERTModel size=base2022.11 | 79.8 | 79.3 | |
| MacBERTScale=base2022.03 | 79.3 | 78.8 | |
| MacBERTModel size=base2022.11 | 79.3 | 78.8 | |
| RoBERTaScale=base2022.03 | 78.8 | 78.3 | |
| RoBERTaModel size=base2022.11 | 78.8 | 78.3 | |
| BERTScale=base2022.03 | 78.7 | 78.3 | |
| BERTModel size=base2022.11 | 78.7 | 78.3 | |
| ELECTRAScale=base2022.03 | 78.4 | 77.8 | |
| ELECTRAModel size=base2022.11 | 78.4 | 77.8 | |
| PERTScale=base2022.03 | 78.1 | 77.7 | |
| PERTModel size=base2022.11 | 78.1 | 77.7 |