Question Answering on TriviaQA (EM, F1, Acc)
0.698EMxRAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| xRAGRetrieval setting=w/ retrieval, Compression ratio=x1282026.01 | 0.698 | 0.1153 | 0.558 | |
| StandardRAGRetrieval setting=w/ retrieval, Compression ratio=none2026.01 | 0.694 | 0.3563 | 0.602 | |
| LLMLingua-2Retrieval setting=w/ retrieval, Compression ratio=x32026.01 | 0.666 | 0.3062 | 0.518 | |
| ArcAlignerRetrieval setting=w/ retrieval, Compression ratio=x242026.01 | 0.628 | 0.6565 | 0.628 | |
| COCOMRetrieval setting=w/ retrieval, Compression ratio=x42026.01 | 0.608 | 0.636 | 0.588 | |
| COCOMRetrieval setting=w/ retrieval, Compression ratio=x162026.01 | 0.58 | 0.6191 | 0.584 | |
| NaiveRetrieval setting=w/o retrieval, Compression ratio=none2026.01 | 0.566 | 0.3325 | 0.448 |