Question Answering on MMLongBench-Doc Single-page
29.34EMDocArena
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DocArenaPolicy Model=Qwen2.5-7B-Instruct, Max Search Turns=22026.05 | 29.34 | 24.27 | 38.27 | |
| IKEAPolicy Model=Qwen2.5-7B-Instruct, Max Search Turns=22026.05 | 28.3 | 24.64 | 37.26 | |
| AutoRefinePolicy Model=Qwen2.5-7B-Instruct, Max Search Turns=22026.05 | 26.6 | 22.29 | 35.84 | |
| R-SearchPolicy Model=Qwen2.5-7B-Instruct, Max Search Turns=22026.05 | 26.02 | 21.5 | 35.25 | |
| Search-R1Policy Model=Qwen2.5-7B-Instruct, Max Search Turns=22026.05 | 25.94 | 23.63 | 34.81 | |
| DeepResearcherPolicy Model=Qwen2.5-7B-Instruct, Max Search Turns=22026.05 | 25.5 | 20.81 | 33.23 | |
| StepSearchPolicy Model=Qwen2.5-7B-Instruct, Max Search Turns=22026.05 | 25.13 | 21.17 | 35.09 | |
| ZeroSearchPolicy Model=Qwen2.5-7B-Instruct, Max Search Turns=22026.05 | 24.37 | 21.05 | 33.44 | |
| ReSearchPolicy Model=Qwen2.5-7B-Instruct, Max Search Turns=22026.05 | 22.86 | 19.11 | 30.85 | |
| ASearcherPolicy Model=Qwen2.5-7B-Instruct, Max Search Turns=22026.05 | 15.88 | 12.76 | 22.36 |