# Long-Horizon Search Intelligence on GAIA (Pass@1, Pass@3) Source: [Long-Horizon Search Intelligence on GAIA (Pass@1, Pass@3)]() Collection index: [llms.txt]() Data updated: 2026-03-27T13:58:48.517Z Evaluation of model performance on Long-Horizon Search Intelligence tasks using the GAIA 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) | GAIA | | 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 | | --- | --- | --- | --- | | MiroThinker-32Bv0.1 | 57.3 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | ASearcher-QWQ-32B | 52.8 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebExplorer-8B | 50 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 48.5 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 48.5 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 48.2 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | MiroThinker-8Bv0.1 | 46.6 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 45 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | Qwen3-ARPO-14B | 43.7 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-7B | 42.4 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-3B | 38.5 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-3B | 37.9 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-7B | 37.2 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-30B | 35.7 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-7B | 34 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-7B | 31.7 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-3B | 28.5 | Not recorded | 68fa7c1e1e209131cea8c7b5 | | WebSailor-3B | 25.6 | Not recorded | 68fa7c1e1e209131cea8c7b5 | ### MiroThinker-32Bv0.1 Pass@1: 57.3. Result ID: 69c68cf347f34ce924b0c482. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"DPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### ASearcher-QWQ-32B Pass@1: 52.8. Result ID: 69c68cf347f34ce924b0c483. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebExplorer-8B Pass@1: 50. Result ID: 69c68cf347f34ce924b0c484. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 48.5. Result ID: 69c68cf347f34ce924b0c48f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 48.5. Result ID: 69c68cf347f34ce924b0c491. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"ReSum-GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 48.2. Result ID: 69c68cf347f34ce924b0c48e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### MiroThinker-8Bv0.1 Pass@1: 46.6. Result ID: 69c68cf347f34ce924b0c481. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"DPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 45. Result ID: 69c68cf347f34ce924b0c48d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"-","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### Qwen3-ARPO-14B Pass@1: 43.7. Result ID: 69c68cf347f34ce924b0c480. [Reporting paper]() Recorded evaluation configuration: {"RL":"ARPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 42.4. Result ID: 69c68cf347f34ce924b0c48c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"ReSum-GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 38.5. Result ID: 69c68cf347f34ce924b0c487. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 37.9. Result ID: 69c68cf347f34ce924b0c488. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"ReSum-GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 37.2. Result ID: 69c68cf347f34ce924b0c48b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReSum"}. This record does not assert independent reproduction. ### WebSailor-30B Pass@1: 35.7. Result ID: 69c68cf347f34ce924b0c490. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"MEM1-GRPO","Paradigm":"MEM1"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 34. Result ID: 69c68cf347f34ce924b0c48a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-7B Pass@1: 31.7. Result ID: 69c68cf347f34ce924b0c489. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"-","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 28.5. Result ID: 69c68cf347f34ce924b0c486. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"RL":"GRPO","Paradigm":"ReAct"}. This record does not assert independent reproduction. ### WebSailor-3B Pass@1: 25.6. Result ID: 69c68cf347f34ce924b0c485. [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.