Multi-source information fusion in RAG-based Web Q&A on EntityQuestions
538.31AUC ScoreCoCR-RAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CoCR-RAGBackbone=L-132026.03 | 538.31 | 32 | |
| CoCR-RAGBackbone=O-2.72026.03 | 535.93 | 32 | |
| CoCR-RAGBackbone=L-72026.03 | 526.92 | 32 | |
| CoCR-RAGBackbone=O-6.72026.03 | 523.77 | 32 | |
| LLMLinguaBackbone=L-132026.03 | 523.09 | 36 | |
| LLMLinguaBackbone=O-6.72026.03 | 522.23 | 36 | |
| LLMLinguaBackbone=O-2.72026.03 | 518.63 | 36 | |
| CoCR-RAGBackbone=b-32026.03 | 512.23 | 32 | |
| LLMLinguaBackbone=L-72026.03 | 505.94 | 36 | |
| CoCR-RAGBackbone=b-1b72026.03 | 503.37 | 32 | |
| VanillaBackbone=O-2.72026.03 | 502.47 | 30 | |
| CoCR-RAGBackbone=O-1.32026.03 | 501.31 | 32 | |
| SelConBackbone=L-132026.03 | 499.92 | 93 | |
| CoCR-RAGBackbone=b-1b12026.03 | 494.17 | 32 | |
| CoCR-RAGBackbone=G-2.72026.03 | 492.66 | 32 | |
| VanillaBackbone=L-132026.03 | 488.31 | 30 | |
| SelConBackbone=L-72026.03 | 487.63 | 93 | |
| VanillaBackbone=b-32026.03 | 486.8 | 30 | |
| LLMLinguaBackbone=O-1.32026.03 | 483.31 | 36 | |
| VanillaBackbone=O-6.72026.03 | 481.28 | 30 | |
| LLMLinguaBackbone=b-1b72026.03 | 480.73 | 36 | |
| VanillaBackbone=b-1b72026.03 | 477.78 | 30 | |
| VanillaBackbone=G-2.72026.03 | 477.67 | 30 | |
| LLMLinguaBackbone=b-32026.03 | 476.79 | 36 | |
| VanillaBackbone=b-1b12026.03 | 473.16 | 30 | |
| CoCR-RAGBackbone=G-1.32026.03 | 470.74 | 32 | |
| VanillaBackbone=O-1.32026.03 | 469.79 | 30 | |
| LLMLinguaBackbone=b-1b12026.03 | 467.85 | 36 | |
| LLMLinguaBackbone=G-2.72026.03 | 465.59 | 36 | |
| CoCR-RAGBackbone=G-j-62026.03 | 463.07 | 32 | |
| SelConBackbone=O-6.72026.03 | 460.2 | 93 | |
| VanillaBackbone=L-72026.03 | 454.46 | 30 | |
| LLMLinguaBackbone=G-j-62026.03 | 453.87 | 36 | |
| KeywordsBackbone=L-72026.03 | 445.11 | 83 | |
| VanillaBackbone=G-j-62026.03 | 444.72 | 30 | |
| KeywordsBackbone=L-132026.03 | 444.69 | 83 | |
| LLMLinguaBackbone=G-1.32026.03 | 432.41 | 36 | |
| CoCR-RAGBackbone=b-5602026.03 | 422.84 | 32 | |
| SelConBackbone=b-32026.03 | 421.39 | 93 | |
| VanillaBackbone=G-1.32026.03 | 419.76 | 30 | |
| LLMLinguaBackbone=b-5602026.03 | 396.49 | 36 | |
| VanillaBackbone=b-5602026.03 | 395.26 | 30 | |
| SummaryBackbone=b-1b72026.03 | 390.52 | 53 | |
| SummaryBackbone=O-1.32026.03 | 389.03 | 53 | |
| SelConBackbone=O-2.72026.03 | 366.92 | 93 | |
| KeywordsBackbone=b-1b72026.03 | 366.6 | 83 | |
| SelConBackbone=O-1.32026.03 | 366.26 | 93 | |
| KeywordsBackbone=b-32026.03 | 360.61 | 83 | |
| SelConBackbone=b-1b12026.03 | 359.63 | 93 | |
| SummaryBackbone=O-2.72026.03 | 348.75 | 53 | |
| SelConBackbone=b-1b72026.03 | 344.78 | 93 | |
| KeywordsBackbone=O-2.72026.03 | 339.38 | 83 | |
| SummaryBackbone=b-32026.03 | 335.85 | 53 | |
| KeywordsBackbone=O-6.72026.03 | 333.05 | 83 | |
| KeywordsBackbone=b-1b12026.03 | 329.76 | 83 | |
| SummaryBackbone=L-132026.03 | 329.31 | 53 | |
| SummaryBackbone=L-72026.03 | 327.42 | 53 | |
| SummaryBackbone=b-1b12026.03 | 321.16 | 53 | |
| KeywordsBackbone=O-1.32026.03 | 316.44 | 83 | |
| SelConBackbone=G-2.72026.03 | 314.73 | 93 | |
| SummaryBackbone=G-2.72026.03 | 310.28 | 53 | |
| SelConBackbone=G-j-62026.03 | 303.06 | 93 | |
| SummaryBackbone=b-5602026.03 | 302.53 | 53 | |
| KeywordsBackbone=G-2.72026.03 | 286.79 | 83 | |
| SummaryBackbone=G-1.32026.03 | 283.05 | 53 | |
| SummaryBackbone=O-6.72026.03 | 250.26 | 53 | |
| KeywordsBackbone=b-5602026.03 | 238.12 | 83 | |
| SelConBackbone=G-1.32026.03 | 234.72 | 93 | |
| KeywordsBackbone=G-1.32026.03 | 223.65 | 83 | |
| SummaryBackbone=G-j-62026.03 | 192.44 | 53 | |
| SelConBackbone=b-5602026.03 | 179.64 | 93 | |
| KeywordsBackbone=G-j-62026.03 | 147.71 | 83 |