# Web Navigation / Skill Induction on Mind2Web Cross-Domain GPT-4.1 Source: [Web Navigation / Skill Induction on Mind2Web Cross-Domain GPT-4.1]() Collection index: [llms.txt]() Data updated: 2026-06-17T07:18:49.862Z Evaluation of agent performance on the Mind2Web Cross-Domain GPT-4.1 subset, focusing on Web Navigation success rate (SR), average LLM action count, induced skill library size, and reuse percentage. 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 | Web Navigation / Skill Induction | | Dataset (including any stated split) | Mind2Web Cross-Domain GPT-4.1 | | Metric | Success Rate (SR) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Success Rate (SR)](): Higher is better; unit: PERCENT. - [Average LLM Action Count](): Lower is better; unit: SCALAR. - [Induced Skill Library Size](): Higher is better; unit: SCALAR. - [Skill Reuse Percentage](): Higher is better; unit: PERCENT. ## Recorded results | Method | Success Rate (SR) | Result date | Report paper | | --- | --- | --- | --- | | PolySkill | 63.4 | Not recorded | 6a322a00d33dfb23e783ea55 | | SKILLMIGRATOR | 63 | Not recorded | 6a322a00d33dfb23e783ea55 | | ReAct | 62.3 | Not recorded | 6a322a00d33dfb23e783ea55 | | ASI | 62.1 | Not recorded | 6a322a00d33dfb23e783ea55 | | PolySkill | 60.1 | Not recorded | 6a322a00d33dfb23e783ea55 | | SKILLMIGRATOR | 59.4 | Not recorded | 6a322a00d33dfb23e783ea55 | | ASI | 57.3 | Not recorded | 6a322a00d33dfb23e783ea55 | ### PolySkill Success Rate (SR): 63.4. Result ID: 6a324a42fbc373592c2f643c. [Reporting paper]() Recorded evaluation configuration: {"Library Regime":"+Update","Base LLM":"GPT-4.1"}. This record does not assert independent reproduction. ### SKILLMIGRATOR Success Rate (SR): 63. Result ID: 6a324a42fbc373592c2f643d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Library Regime":"+Update","Base LLM":"GPT-4.1"}. This record does not assert independent reproduction. ### ReAct Success Rate (SR): 62.3. Result ID: 6a324a42fbc373592c2f6437. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Library Regime":"Static","Base LLM":"GPT-4.1"}. This record does not assert independent reproduction. ### ASI Success Rate (SR): 62.1. Result ID: 6a324a42fbc373592c2f643b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Library Regime":"+Update","Base LLM":"GPT-4.1"}. This record does not assert independent reproduction. ### PolySkill Success Rate (SR): 60.1. Result ID: 6a324a42fbc373592c2f6439. [Reporting paper]() Recorded evaluation configuration: {"Library Regime":"Static","Base LLM":"GPT-4.1"}. This record does not assert independent reproduction. ### SKILLMIGRATOR Success Rate (SR): 59.4. Result ID: 6a324a42fbc373592c2f643a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Library Regime":"Static","Base LLM":"GPT-4.1"}. This record does not assert independent reproduction. ### ASI Success Rate (SR): 57.3. Result ID: 6a324a42fbc373592c2f6438. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Library Regime":"Static","Base LLM":"GPT-4.1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.