Sentence Pair Classification on LCQMC (dev)
0.907Accuracy (max)ELECTRA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ELECTRAScale=large2022.03 | 0.907 | — | 0.904 | |
| ELECTRAModel size=large2022.11 | 0.907 | — | 0.904 | |
| MacBERTScale=large2022.03 | 0.906 | — | 0.903 | |
| MacBERTModel size=large2022.11 | 0.906 | — | 0.903 | |
| RoBERTaScale=large2022.03 | 0.904 | — | 0.9 | |
| RoBERTaModel size=large2022.11 | 0.904 | — | 0.9 | |
| ELECTRAScale=base2022.03 | 0.902 | — | 0.898 | |
| ELECTRAModel size=base2022.11 | 0.902 | — | 0.898 | |
| LERTModel size=large2022.11 | 0.902 | — | 0.9 | |
| PERTScale=large2022.03 | 0.9 | — | 0.897 | |
| PERTModel size=large2022.11 | 0.9 | — | 0.897 | |
| BERTScale=base2022.03 | 0.896 | — | 0.892 | |
| BERTModel size=base2022.11 | 0.896 | — | 0.892 | |
| MacBERTScale=base2022.03 | 0.895 | — | 0.893 | |
| MacBERTModel size=base2022.11 | 0.895 | — | 0.893 | |
| LERTModel size=base2022.11 | 0.895 | — | 0.892 | |
| RoBERTaScale=base2022.03 | 0.89 | — | 0.887 | |
| RoBERTaModel size=base2022.11 | 0.89 | — | 0.887 | |
| PERTScale=base2022.03 | 0.888 | — | 0.883 | |
| PERTModel size=base2022.11 | 0.888 | — | 0.883 | |
| BERTModel Size=base2019.06 | — | 0.894 | — | |
| BERT-wwmModel Size=base, Whole Word Masking=true2019.06 | — | 0.894 | — | |
| BERT-wwm-extModel Size=base, Whole Word Masking=true, Extended Training=true2019.06 | — | 0.896 | — | |
| ELECTRA-baseModel Size=base2019.06 | — | 0.902 | — | |
| ELECTRA-largeModel Size=large2019.06 | — | 0.907 | — | |
| MacBERT-baseModel Size=base2019.06 | — | 0.895 | — | |
| MacBERT-largeModel Size=large2019.06 | — | 0.906 | — | |
| RoBERTa-wwm-extModel Size=base, Whole Word Masking=true, Extended Training=true2019.06 | — | 0.89 | — | |
| RoBERTa-wwm-ext-largeModel Size=large, Whole Word Masking=true, Extended Training=true2019.06 | — | 0.904 | — |