Fact Verification on WikiFact OOD (test)
0.8472AccuracyRePanda (Fact-Checking)
Evaluation results
| Method | Links | |
|---|---|---|
| RePanda (Fact-Checking)Evaluation Protocol=Finetuned on PanTabFact (No further fine-tuning), Reasoning Strategy=Pandas-based Fact-Checking, Base Model=DeepSeek-coder-7B-instruct-v1.52025.03 | 0.8472 | |
| Finetuned-DirectEvaluation Protocol=Finetuned, Reasoning Strategy=Direct classification, Base Model=DeepSeek-coder-7B-instruct-v1.52025.03 | 0.741 | |
| ZeroShot-PandasEvaluation Protocol=Zero-shot, Reasoning Strategy=Pandas-based reasoning, Base Model=DeepSeek-coder-7B-instruct-v1.52025.03 | 0.5992 | |
| ZeroShot-DirectEvaluation Protocol=Zero-shot, Reasoning Strategy=Direct classification, Base Model=DeepSeek-coder-7B-instruct-v1.52025.03 | 0.532 |