Fact Verification on FEVER S R
95.2PrecisionRoBERTa-large
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RoBERTa-largeLearning Setting=Supervised, Backbone=RoBERTa-large2021.05 | 95.2 | 95.1 | 95.1 | |
| BERT-baseLearning Setting=Supervised, Backbone=BERT-base2021.05 | 92.8 | 92.6 | 92.6 | |
| QACG (RoBERTa-large)Learning Setting=Zero-shot, Backbone=RoBERTa-large2021.05 | 78.1 | 78.1 | 78.1 | |
| LM as Fact CheckerLearning Setting=Zero-shot2021.05 | 77.9 | 65.6 | 70.2 | |
| QACG (BERT-base)Learning Setting=Zero-shot, Backbone=BERT-base2021.05 | 74.2 | 74 | 74.1 | |
| MNLI-TransferLearning Setting=Zero-shot2021.05 | 63.6 | 60.5 | 61.8 | |
| GPT2 PerplexityLearning Setting=Zero-shot2021.05 | 55.6 | 55.6 | 55.6 | |
| Random GuessLearning Setting=Zero-shot2021.05 | 50 | 50 | 50 |