# Deep Research on BrowseComp-ZH (Pass@k) Source: [Deep Research on BrowseComp-ZH (Pass@k)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:57:31.261Z Evaluation of model performance on the Deep Research task using the BrowseComp-ZH dataset, specifically measured using Pass@1 and Pass@3 metrics. 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 | Deep Research | | Dataset (including any stated split) | BrowseComp-ZH | | Metric | Pass@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 | | --- | --- | --- | --- | | OpenAI-o3 | 58.1 | Not recorded | 69019f853ef7ccd74e5e3b78 | | DeepSeek-V3.1 | 49.2 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Claude-4-Sonnet | 29.1 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Kimi-K2 | 28.8 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Web-30B-E-GRPO | 26.4 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Web-30B-GRPO | 25.7 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebSailor | 25.5 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Web-30B-SFT | 23.8 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Web-7B-E-GRPO | 18.1 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebDancer-QwQ | 18 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Web-7B-GRPO | 17.5 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebSailor | 14.2 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Web-7B-SFT | 13.2 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebThinker-RL | 7.3 | Not recorded | 69019f853ef7ccd74e5e3b78 | | R1-Searcher | 0.6 | Not recorded | 69019f853ef7ccd74e5e3b78 | ### OpenAI-o3 Pass@1: 58.1. Result ID: 699ea3615698665ec46e40f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Advanced Models"}. This record does not assert independent reproduction. ### DeepSeek-V3.1 Pass@1: 49.2. Result ID: 699ea3615698665ec46e40f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Advanced Models"}. This record does not assert independent reproduction. ### Claude-4-Sonnet Pass@1: 29.1. Result ID: 699ea3615698665ec46e40f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Advanced Models"}. This record does not assert independent reproduction. ### Kimi-K2 Pass@1: 28.8. Result ID: 699ea3615698665ec46e40f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Advanced Models"}. This record does not assert independent reproduction. ### Web-30B-E-GRPO Pass@1: 26.4. Result ID: 699ea3615698665ec46e4102. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"30B","Training Strategy":"E-GRPO"}. This record does not assert independent reproduction. ### Web-30B-GRPO Pass@1: 25.7. Result ID: 699ea3615698665ec46e4101. [Reporting paper]() Recorded evaluation configuration: {"Model Size":"30B","Training Strategy":"GRPO"}. This record does not assert independent reproduction. ### WebSailor Pass@1: 25.5. Result ID: 699ea3615698665ec46e40fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"32B"}. This record does not assert independent reproduction. ### Web-30B-SFT Pass@1: 23.8. Result ID: 699ea3615698665ec46e4100. [Reporting paper]() Recorded evaluation configuration: {"Model Size":"30B","Training Strategy":"SFT"}. This record does not assert independent reproduction. ### Web-7B-E-GRPO Pass@1: 18.1. Result ID: 699ea3615698665ec46e40ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"7B","Training Strategy":"E-GRPO"}. This record does not assert independent reproduction. ### WebDancer-QwQ Pass@1: 18. Result ID: 699ea3615698665ec46e40fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Web-7B-GRPO Pass@1: 17.5. Result ID: 699ea3615698665ec46e40fe. [Reporting paper]() Recorded evaluation configuration: {"Model Size":"7B","Training Strategy":"GRPO"}. This record does not assert independent reproduction. ### WebSailor Pass@1: 14.2. Result ID: 699ea3615698665ec46e40fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### Web-7B-SFT Pass@1: 13.2. Result ID: 699ea3615698665ec46e40fd. [Reporting paper]() Recorded evaluation configuration: {"Model Size":"7B","Training Strategy":"SFT"}. This record does not assert independent reproduction. ### WebThinker-RL Pass@1: 7.3. Result ID: 699ea3615698665ec46e40f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### R1-Searcher Pass@1: 0.6. Result ID: 699ea3615698665ec46e40f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.