Retrieval-based Question Answering on Enronqa
56.8BLEUOrigin
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OriginModel=all-MiniLM-L6-v22026.03 | 56.8 | 69.8 | 100 | 100 | 100 | |
| OriginModel=bge-large-en-v1.52026.03 | 56.3 | 69.4 | 100 | 100 | 100 | |
| OriginModel=Qwen3-0.6B2026.03 | 55.9 | 69.1 | 100 | 100 | 100 | |
| TRIP-RAGModel=bge-large-en-v1.52026.03 | 39.3 | 47.7 | 92.3 | 69.5 | 65.9 | |
| TRIP-RAGModel=Qwen3-0.6B2026.03 | 36.4 | 44.6 | 93.5 | 73.6 | 71 | |
| TRIP-RAGModel=all-MiniLM-L6-v22026.03 | 36.4 | 44.4 | 92.9 | 70.2 | 67.9 | |
| LPRAGModel=bge-large-en-v1.52026.03 | 29.5 | 34.2 | 82.1 | 54.9 | 49.8 | |
| LPRAGModel=Qwen3-0.6B2026.03 | 28 | 32.6 | 84.7 | 59.7 | 55.9 | |
| LPRAGModel=all-MiniLM-L6-v22026.03 | 25.8 | 29.9 | 77.6 | 49.6 | 45.2 | |
| RedactModel=bge-large-en-v1.52026.03 | 23.7 | 27.6 | 74.3 | 41.1 | 36.3 | |
| RedactModel=Qwen3-0.6B2026.03 | 23 | 26.9 | 78.2 | 45.5 | 40 | |
| RedactModel=all-MiniLM-L6-v22026.03 | 21.3 | 24.9 | 74.7 | 44.7 | 40.6 | |
| ParaphraseModel=Qwen3-0.6B2026.03 | 8.3 | 12.1 | 66.1 | 49.7 | 46.6 | |
| ParaphraseModel=bge-large-en-v1.52026.03 | 7.6 | 11.2 | 59.9 | 39.7 | 34.8 | |
| ParaphraseModel=all-MiniLM-L6-v22026.03 | 7.5 | 11 | 59.8 | 38.8 | 35.1 |