Question Answering on 2WikiMulti
41.84EMDecoupleSearch
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DecoupleSearchBackbone=Qwen-2.5-14B-Instruct2025.09 | 41.84 | 38.37 | |
| GreedyAgentBackbone=Qwen-2.5-14B-Instruct2025.09 | 37.8 | 36.15 | |
| DecoupleSearchBackbone=Qwen-2.5-7B-Instruct2025.09 | 35.87 | 35.03 | |
| Search-o1Backbone=Qwen-2.5-14B-Instruct2025.09 | 34.2 | 35.86 | |
| GreedyAgentBackbone=Qwen-2.5-7B-Instruct2025.09 | 34 | 34.79 | |
| StandardBackbone=Qwen-2.5-14B-Instruct2025.09 | 34 | 20.75 | |
| RAgentBackbone=Qwen-2.5-14B-Instruct2025.09 | 33.87 | 34.19 | |
| Jud-RetrieveBackbone=Qwen-2.5-14B-Instruct2025.09 | 33.4 | 20.16 | |
| Gen-RetrieveBackbone=Qwen-2.5-14B-Instruct2025.09 | 33.2 | 21.23 | |
| Search-o1Backbone=Qwen-2.5-7B-Instruct2025.09 | 29.6 | 31.33 | |
| RAgentBackbone=Qwen-2.5-7B-Instruct2025.09 | 26 | 28.7 | |
| DirectBackbone=Qwen-2.5-7B-Instruct2025.09 | 25.8 | 27.61 | |
| DirectBackbone=Qwen-2.5-14B-Instruct2025.09 | 25.6 | 27.24 | |
| CoTBackbone=Qwen-2.5-14B-Instruct2025.09 | 25.6 | 27.52 | |
| CoTBackbone=Qwen-2.5-7B-Instruct2025.09 | 24 | 26.44 | |
| Gen-RetrieveBackbone=Qwen-2.5-7B-Instruct2025.09 | 18.8 | 19.68 | |
| Judge-RetrieveBackbone=Qwen-2.5-7B-Instruct2025.09 | 17.4 | 19.96 | |
| StandardBackbone=Qwen-2.5-7B-Instruct2025.09 | 15 | 17.31 | |
| IterativeBackbone=Qwen-2.5-7B-Instruct2025.09 | 7.8 | 9.59 | |
| IterativeBackbone=Qwen-2.5-14B-Instruct2025.09 | 5.4 | 6.74 |