Fact Checking on FEVER v1.0 (dev)
55.1AccLongLLMLingua
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LongLLMLinguarefinement_type=Abstractive refinement2024.02 | 55.1 | 111 | |
| BIDERrefinement_type=Abstractive refinement2024.02 | 52.4 | 93 | |
| LLM-Embedderrefinement_type=Extractive refinement2024.02 | 52.2 | 192 | |
| Bge-Rerankerrefinement_type=Extractive refinement, additional_training=true2024.02 | 52.2 | 194 | |
| Selective-Contextrefinement_type=Abstractive refinement2024.02 | 52.2 | 236 | |
| SBERTrefinement_type=Extractive refinement2024.02 | 52.1 | 192 | |
| BM25refinement_type=Extractive refinement2024.02 | 52 | 193 | |
| BART-Summarizerrefinement_type=Abstractive refinement2024.02 | 51.8 | 215 | |
| Original Promptrefinement_type=Without refinement2024.02 | 51.7 | 805 | |
| Zero-shotrefinement_type=Without refinement2024.02 | 51.7 | 0 |