# Deep Research on BrowseComp (Pass@1, Pass@3) Source: [Deep Research on BrowseComp (Pass@1, Pass@3)]() Collection index: [llms.txt]() Data updated: 2026-03-27T13:58:33.840Z Evaluation of model performance on the Deep Research task using the BrowseComp 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 | Deep Research | | Dataset (including any stated split) | BrowseComp | | Metric | Pass@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 33 of 33 | | 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 | 50.9 | Not recorded | 69019f853ef7ccd74e5e3b78 | | DeepSeek-V3.1 | 30 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebSailor-30B | 19.5 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 18.3 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebExplorer-8B | 15.7 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | DeepDive-32B | 15.3 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 15 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 14.3 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | Kimi-K2 | 14.1 | Not recorded | 69019f853ef7ccd74e5e3b78 | | MiroThinker-32Bv0.1 | 13 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | Web-30B-E-GRPO | 12.9 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebSailor-30B | 12.8 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | Web-30B-GRPO | 12.3 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebSailor-7B | 12.3 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | Claude-4-Sonnet | 12.2 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Web-30B-SFT | 10.8 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebSailor | 10.5 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Web-7B-E-GRPO | 9.3 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebSailor-3B | 9.2 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | MiroThinker-8Bv0.1 | 8.7 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-3B | 8.5 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-7B | 8.5 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor | 6.7 | Not recorded | 69019f853ef7ccd74e5e3b78 | | Web-7B-GRPO | 6.3 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebSailor-7B | 5.8 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | Web-7B-SFT | 5.7 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebSailor-7B | 5.7 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | ASearcher-QWQ-32B | 5.2 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-3B | 4.2 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebDancer-QwQ | 3.8 | Not recorded | 69019f853ef7ccd74e5e3b78 | | WebSailor-3B | 3.3 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebThinker-RL | 2.8 | Not recorded | 69019f853ef7ccd74e5e3b78 | | R1-Searcher | 0.4 | Not recorded | 69019f853ef7ccd74e5e3b78 | ### OpenAI-o3 Pass@1: 50.9. Result ID: 699ea3615698665ec46e40e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Advanced Models"}. This record does not assert independent reproduction. ### DeepSeek-V3.1 Pass@1: 30. Result ID: 699ea3615698665ec46e40e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Advanced Models"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 19.5. Result ID: 69c68cf347f34ce924b0c4b4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"MEM1-GRPO","Paradigm":"MEM1"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 18.3. Result ID: 69c68cf347f34ce924b0c4b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"ReSum-GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebExplorer-8B Pass@1: 15.7. Result ID: 69c68cf347f34ce924b0c4a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### DeepDive-32B Pass@1: 15.3. Result ID: 69c68cf347f34ce924b0c4a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 15. Result ID: 69c68cf347f34ce924b0c4b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 14.3. Result ID: 69c68cf347f34ce924b0c4b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### Kimi-K2 Pass@1: 14.1. Result ID: 699ea3615698665ec46e40e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Advanced Models"}. This record does not assert independent reproduction. ### MiroThinker-32Bv0.1 Pass@1: 13. Result ID: 69c68cf347f34ce924b0c4a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"DPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### Web-30B-E-GRPO Pass@1: 12.9. Result ID: 699ea3615698665ec46e40f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"30B","Training Strategy":"E-GRPO"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 12.8. Result ID: 69c68cf347f34ce924b0c4b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"-","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### Web-30B-GRPO Pass@1: 12.3. Result ID: 699ea3615698665ec46e40f2. [Reporting paper]() Recorded evaluation configuration: {"Model Size":"30B","Training Strategy":"GRPO"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 12.3. Result ID: 69c68cf347f34ce924b0c4b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"ReSum-GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### Claude-4-Sonnet Pass@1: 12.2. Result ID: 699ea3615698665ec46e40e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Category":"Advanced Models"}. This record does not assert independent reproduction. ### Web-30B-SFT Pass@1: 10.8. Result ID: 699ea3615698665ec46e40f1. [Reporting paper]() Recorded evaluation configuration: {"Model Size":"30B","Training Strategy":"SFT"}. This record does not assert independent reproduction. ### WebSailor Pass@1: 10.5. Result ID: 699ea3615698665ec46e40ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"32B"}. This record does not assert independent reproduction. ### Web-7B-E-GRPO Pass@1: 9.3. Result ID: 699ea3615698665ec46e40f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"7B","Training Strategy":"E-GRPO"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 9.2. Result ID: 69c68cf347f34ce924b0c4ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"ReSum-GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### MiroThinker-8Bv0.1 Pass@1: 8.7. Result ID: 69c68cf347f34ce924b0c4a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"DPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 8.5. Result ID: 69c68cf347f34ce924b0c4ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 8.5. Result ID: 69c68cf347f34ce924b0c4af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor Pass@1: 6.7. Result ID: 699ea3615698665ec46e40ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction. ### Web-7B-GRPO Pass@1: 6.3. Result ID: 699ea3615698665ec46e40ef. [Reporting paper]() Recorded evaluation configuration: {"Model Size":"7B","Training Strategy":"GRPO"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 5.8. Result ID: 69c68cf347f34ce924b0c4ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### Web-7B-SFT Pass@1: 5.7. Result ID: 699ea3615698665ec46e40ee. [Reporting paper]() Recorded evaluation configuration: {"Model Size":"7B","Training Strategy":"SFT"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 5.7. Result ID: 69c68cf347f34ce924b0c4ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"-","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### ASearcher-QWQ-32B Pass@1: 5.2. Result ID: 69c68cf347f34ce924b0c4a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 4.2. Result ID: 69c68cf347f34ce924b0c4aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebDancer-QwQ Pass@1: 3.8. Result ID: 699ea3615698665ec46e40eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 3.3. Result ID: 69c68cf347f34ce924b0c4a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"-","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebThinker-RL Pass@1: 2.8. Result ID: 699ea3615698665ec46e40ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### R1-Searcher Pass@1: 0.4. Result ID: 699ea3615698665ec46e40e9. [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.