Deep Search on Xbench DeepSearch
81ScoreQuarkMedSearch
Evaluation results
| Method | Links | |
|---|---|---|
| QuarkMedSearchSize=30B-A3B, Category=Ours2026.04 | 81 | |
| SMTL-100Size=30B-A3B, Category=Open-source Medium-scale Models (w/o ctm)2026.04 | 80 | |
| Tongyi DeepResearchSize=30B-A3B, Category=Open-source Medium-scale Models (w/o ctm)2026.04 | 75 | |
| Base (Tongyi DeepResearch)†Size=30B-A3B, Category=Ours, Evaluation Environment=Unified2026.04 | 74 | |
| WebSailorV2Size=30B-A3B, Category=Open-source Medium-scale Models (w/o ctm)2026.04 | 73.7 | |
| DeepSeek-V3.2Size=671B-A37B, Category=Open-source Large-scale Models (w/o ctm)2026.04 | 71 | |
| WebResearcherSize=30B-A3B, Category=Open-source Medium-scale Models (w/o ctm)2026.04 | 71 |