Open-domain QA on TriviaQA (TQA) top 1000 samples (test)
52.3EMBIDER
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BIDERrefinement_type=Abstractive refinement2024.02 | 52.3 | 98 | |
| SBERTrefinement_type=Extractive refinement2024.02 | 51.2 | 183 | |
| BART-Summarizerrefinement_type=Abstractive refinement2024.02 | 50.7 | 204 | |
| Bge-Rerankerrefinement_type=Extractive refinement, additional_training=true2024.02 | 50.4 | 181 | |
| LLM-Embedderrefinement_type=Extractive refinement2024.02 | 50.3 | 179 | |
| Original Promptrefinement_type=Without refinement2024.02 | 48 | 787 | |
| BM25refinement_type=Extractive refinement2024.02 | 47.9 | 181 | |
| Zero-shotrefinement_type=Without refinement2024.02 | 45.6 | 0 | |
| Selective-Contextrefinement_type=Abstractive refinement2024.02 | 43.9 | 225 | |
| LongLLMLinguarefinement_type=Abstractive refinement2024.02 | 43.3 | 175 |