Citation Attributability on Transfer
75.7QA ScoreQR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| QRBackbone=Llama-3.3-70B2025.10 | 75.7 | 86.7 | 81.2 | 83.5 | |
| COMBBackbone=Llama-3.3-70B2025.10 | 73.2 | 87.4 | 80.3 | 86.9 | |
| ICRBackbone=Llama-3.3-70B2025.10 | 71 | 76.8 | 73.9 | 66.1 | |
| COMB-ABackbone=Llama-3.3-70B2025.10 | 71 | 86.7 | 78.9 | 84.7 | |
| AT2Backbone=Llama-3.3-70B2025.10 | 70.1 | 83 | 76.5 | 79.4 | |
| COMB-ABackbone=Qwen3-8B2025.10 | 69.9 | 63.6 | 66.7 | 81.6 | |
| COMBBackbone=Qwen3-8B2025.10 | 69.9 | 64.2 | 67 | 83.1 | |
| AT2Backbone=Qwen3-8B2025.10 | 69.4 | 66.4 | 67.9 | 75.4 | |
| QRBackbone=Qwen3-8B2025.10 | 69.4 | 67.2 | 68.3 | 67.2 | |
| AT2Backbone=Llama-3.1-8B2025.10 | 67.9 | 84.9 | 76.4 | 80.2 | |
| QRBackbone=Llama-3.1-8B2025.10 | 67.7 | 85 | 76.3 | 83.2 | |
| ICRBackbone=Llama-3.1-8B2025.10 | 67.4 | 83.8 | 75.6 | 77.1 | |
| COMB-RBackbone=Qwen3-8B2025.10 | 67.2 | 60.2 | 63.7 | 82.1 | |
| COMBBackbone=Llama-3.1-8B2025.10 | 65.1 | 84.6 | 74.8 | 85.4 | |
| DRAGBackbone=Llama-3.3-70B2025.10 | 65.1 | 83.1 | 74.1 | 81 | |
| COMB-ABackbone=Llama-3.1-8B2025.10 | 63.5 | 84.5 | 74 | 83.5 | |
| GENBackbone=Qwen3-32B2025.10 | 63.5 | 48.3 | 55.9 | 76.8 | |
| DRAGBackbone=Qwen3-8B2025.10 | 63.3 | 59.6 | 61.5 | 76.7 | |
| COMB-ABackbone=Qwen3-32B2025.10 | 63.1 | 57.3 | 60.2 | 80.4 | |
| COMBBackbone=Qwen3-32B2025.10 | 63.1 | 57.8 | 60.5 | 81.3 | |
| GENBackbone=Qwen3-8B2025.10 | 62.6 | 43.6 | 53.1 | 74.2 | |
| QRBackbone=Qwen3-32B2025.10 | 62.6 | 60.8 | 61.7 | 69.7 | |
| DRAGBackbone=Llama-3.1-8B2025.10 | 62.5 | 80.9 | 71.7 | 80 | |
| BM25Backbone=Llama-3.3-70B2025.10 | 61.5 | 83.9 | 72.7 | 73.4 | |
| AT2Backbone=Qwen3-32B2025.10 | 61.5 | 58.8 | 60.1 | 69.2 | |
| COMB-ABackbone=Qwen3-1.7B2025.10 | 61.3 | 60.2 | 60.8 | 74.9 | |
| COMBBackbone=Qwen3-1.7B2025.10 | 61.3 | 60.2 | 60.8 | 77.4 | |
| QRBackbone=Qwen3-1.7B2025.10 | 61 | 61.7 | 61.3 | 66.4 | |
| COMB-RBackbone=Qwen3-32B2025.10 | 60.6 | 54.2 | 57.4 | 80.2 | |
| AT2Backbone=Qwen3-1.7B2025.10 | 59.2 | 60.3 | 59.7 | 65.8 | |
| COMB-RBackbone=Llama-3.1-8B2025.10 | 59.1 | 81.7 | 70.4 | 83.2 | |
| ICRBackbone=Qwen3-8B2025.10 | 59.1 | 50.9 | 55 | 57.4 | |
| DRAGBackbone=Qwen3-32B2025.10 | 58.2 | 51.7 | 54.9 | 74 | |
| BM25Backbone=Qwen3-8B2025.10 | 57.5 | 55 | 56.2 | 66.5 | |
| COMB-RBackbone=Llama-3.3-70B2025.10 | 57.2 | 85.4 | 71.3 | 82.9 | |
| COMB-RBackbone=Qwen3-1.7B2025.10 | 55.9 | 53.5 | 54.7 | 75.7 | |
| ICRBackbone=Qwen3-1.7B2025.10 | 55.2 | 53 | 54.1 | 58.2 | |
| GENBackbone=Qwen3-1.7B2025.10 | 54 | 24.1 | 39.1 | 59.1 | |
| BM25Backbone=Qwen3-32B2025.10 | 53.8 | 48.2 | 51 | 64.6 | |
| DRAGBackbone=Qwen3-1.7B2025.10 | 53.7 | 55.9 | 54.8 | 74.4 | |
| BM25Backbone=Llama-3.1-8B2025.10 | 52.7 | 81.6 | 67.2 | 71.1 | |
| BM25Backbone=Qwen3-1.7B2025.10 | 49.2 | 51.6 | 50.4 | 64.7 | |
| QRBackbone=Llama-3.2-1B2025.10 | 48.4 | 45.5 | 46.9 | 64.1 | |
| COMB-ABackbone=Llama-3.2-1B2025.10 | 48 | 44 | 46 | 64.2 | |
| AT2Backbone=Llama-3.2-1B2025.10 | 46.9 | 42.9 | 44.9 | 63 | |
| GENBackbone=Llama-3.3-70B2025.10 | 46.7 | 43.1 | 44.9 | 64.9 | |
| GENBackbone=Llama-3.1-8B2025.10 | 46.3 | 59 | 52.7 | 68.9 | |
| COMBBackbone=Llama-3.2-1B2025.10 | 45.6 | 45.4 | 45.5 | 71.5 | |
| ICRBackbone=Llama-3.2-1B2025.10 | 44.5 | 40.9 | 42.7 | 58.9 | |
| DRAGBackbone=Llama-3.2-1B2025.10 | 40.8 | 42.7 | 41.7 | 68.8 | |
| ICRBackbone=Qwen3-32B2025.10 | 39.9 | 31.2 | 35.6 | 45.1 | |
| COMB-RBackbone=Llama-3.2-1B2025.10 | 37 | 43.1 | 40 | 67.6 | |
| BM25Backbone=Llama-3.2-1B2025.10 | 34.5 | 42.6 | 38.5 | 60 | |
| GENBackbone=Llama-3.2-1B2025.10 | 8.4 | 7.1 | 7.7 | 19.9 |