# Long-Horizon Search Intelligence on BrowseComp-zh Source: [Long-Horizon Search Intelligence on BrowseComp-zh]() Collection index: [llms.txt]() Data updated: 2026-03-27T13:58:48.554Z Evaluation of model performance on the Long-Horizon Search Intelligence task using the BrowseComp-zh dataset, measured by Pass@1 and Pass@3. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Long-Horizon Search Intelligence | | Dataset (including any stated split) | BrowseComp-zh | | Metric | Pass@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Pass@1](): Higher is better; unit: PERCENT. - [Pass@3](): Higher is better; unit: PERCENT. ## Recorded results | Method | Pass@1 | Result date | Report paper | | --- | --- | --- | --- | | WebSailor-30B | 33.3 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebExplorer-8B | 32 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | DeepDive-32B | 29.7 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 29.3 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 29.1 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-7B | 27.1 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-7B | 25.4 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 23.9 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 23.3 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-3B | 20.5 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-7B | 18.7 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-3B | 17.3 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | MiroThinker-32Bv0.1 | 17 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | ASearcher-QWQ-32B | 15.6 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | MiroThinker-8Bv0.1 | 13.6 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-7B | 13.2 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-3B | 11.8 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-3B | 8.2 | Not recorded | 68fa7c1e1e209131cea8c7b5 | ### WebSailor-30B Pass@1: 33.3. Result ID: 69c68cf347f34ce924b0c4a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"ReSum-GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebExplorer-8B Pass@1: 32. Result ID: 69c68cf347f34ce924b0c495. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### DeepDive-32B Pass@1: 29.7. Result ID: 69c68cf347f34ce924b0c496. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 29.3. Result ID: 69c68cf347f34ce924b0c4a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 29.1. Result ID: 69c68cf347f34ce924b0c4a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"MEM1-GRPO","Paradigm":"MEM1"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 27.1. Result ID: 69c68cf347f34ce924b0c49e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"ReSum-GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 25.4. Result ID: 69c68cf347f34ce924b0c49d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 23.9. Result ID: 69c68cf347f34ce924b0c49f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"-","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 23.3. Result ID: 69c68cf347f34ce924b0c4a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 20.5. Result ID: 69c68cf347f34ce924b0c49a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"ReSum-GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 18.7. Result ID: 69c68cf347f34ce924b0c49c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 17.3. Result ID: 69c68cf347f34ce924b0c499. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### MiroThinker-32Bv0.1 Pass@1: 17. Result ID: 69c68cf347f34ce924b0c493. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"DPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### ASearcher-QWQ-32B Pass@1: 15.6. Result ID: 69c68cf347f34ce924b0c494. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### MiroThinker-8Bv0.1 Pass@1: 13.6. Result ID: 69c68cf347f34ce924b0c492. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"DPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 13.2. Result ID: 69c68cf347f34ce924b0c49b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"-","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 11.8. Result ID: 69c68cf347f34ce924b0c498. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 8.2. Result ID: 69c68cf347f34ce924b0c497. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"-","Paradigm":"ReAct"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.