Natural Language Inference on ANLI MNLI + SNLI (trained test)
50ANLI A1 ScoreInfoBERT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| InfoBERTTraining=Adversarial Training, Model=RoBERTa2020.10 | 50 | 30.6 | 29.3 | 36.2 | |
| VanillaTraining=Standard Training, Model=RoBERTa2020.10 | 49.2 | 27.6 | 24.8 | 33.2 | |
| FreeLBTraining=Adversarial Training, Model=RoBERTa2020.10 | 48.1 | 30.4 | 26.3 | 34.4 | |
| InfoBERTTraining=Standard Training, Model=RoBERTa2020.10 | 47.3 | 31.2 | 31.1 | 36.2 | |
| InfoBERTTraining=Standard Training, Model=BERT2020.10 | 26.4 | 29.7 | 29.8 | 28.7 | |
| InfoBERTTraining=Adversarial Training, Model=BERT2020.10 | 25.9 | 28.1 | 30.3 | 28.2 | |
| FreeLBTraining=Adversarial Training, Model=BERT2020.10 | 22.2 | 28.5 | 30.8 | 27.4 | |
| VanillaTraining=Standard Training, Model=BERT2020.10 | 21.8 | 28.3 | 28.8 | 26.5 |