# Strategic Decision Making on MMG2Skill-Bench Strategy Source: [Strategic Decision Making on MMG2Skill-Bench Strategy]() Collection index: [llms.txt]() Data updated: 2026-06-02T12:37:31.902Z Evaluation of model performance on strategic decision-making tasks using the MMG2Skill-Bench Strategy dataset, measured by Success Rate. 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 | Strategic Decision Making | | Dataset (including any stated split) | MMG2Skill-Bench Strategy | | Metric | Success Rate | | 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 - [Success Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Success Rate | Result date | Report paper | | --- | --- | --- | --- | | MMG2Skill | 69.17 | Not recorded | 6a1e6443dbd7150506f85913 | | MMG2Skill | 65 | Not recorded | 6a1e6443dbd7150506f85913 | | MMG2Skill | 61.67 | Not recorded | 6a1e6443dbd7150506f85913 | | MMG2Skill | 60.83 | Not recorded | 6a1e6443dbd7150506f85913 | | MMG2Skill | 60.83 | Not recorded | 6a1e6443dbd7150506f85913 | | Vanilla | 54.17 | Not recorded | 6a1e6443dbd7150506f85913 | | MMG2Skill | 52.5 | Not recorded | 6a1e6443dbd7150506f85913 | | Raw Guide | 52.5 | Not recorded | 6a1e6443dbd7150506f85913 | | Raw Guide | 50 | Not recorded | 6a1e6443dbd7150506f85913 | | Vanilla | 49.17 | Not recorded | 6a1e6443dbd7150506f85913 | | Vanilla | 48.33 | Not recorded | 6a1e6443dbd7150506f85913 | | Vanilla | 46.67 | Not recorded | 6a1e6443dbd7150506f85913 | | Raw Guide | 44.17 | Not recorded | 6a1e6443dbd7150506f85913 | | Raw Guide | 44.17 | Not recorded | 6a1e6443dbd7150506f85913 | | Vanilla | 41.67 | Not recorded | 6a1e6443dbd7150506f85913 | | Raw Guide | 40.83 | Not recorded | 6a1e6443dbd7150506f85913 | | Vanilla | 40 | Not recorded | 6a1e6443dbd7150506f85913 | | Raw Guide | 39.17 | Not recorded | 6a1e6443dbd7150506f85913 | ### MMG2Skill Success Rate: 69.17. Result ID: 6a1ece13fbc373592c1a85a5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3.6-Plus","Prompting Variant":"MMG2Skill"}. This record does not assert independent reproduction. ### MMG2Skill Success Rate: 65. Result ID: 6a1ece13fbc373592c1a8599. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"GPT-5.5","Prompting Variant":"MMG2Skill"}. This record does not assert independent reproduction. ### MMG2Skill Success Rate: 61.67. Result ID: 6a1ece13fbc373592c1a859c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Claude-Sonnet-4.6","Prompting Variant":"MMG2Skill"}. This record does not assert independent reproduction. ### MMG2Skill Success Rate: 60.83. Result ID: 6a1ece13fbc373592c1a8596. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Claude-Opus-4.6","Prompting Variant":"MMG2Skill"}. This record does not assert independent reproduction. ### MMG2Skill Success Rate: 60.83. Result ID: 6a1ece13fbc373592c1a85a2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Gemini-3.1-Pro-Preview","Prompting Variant":"MMG2Skill"}. This record does not assert independent reproduction. ### Vanilla Success Rate: 54.17. Result ID: 6a1ece13fbc373592c1a85a0. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Gemini-3.1-Pro-Preview","Prompting Variant":"Vanilla"}. This record does not assert independent reproduction. ### MMG2Skill Success Rate: 52.5. Result ID: 6a1ece13fbc373592c1a859f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Kimi-K2.6","Prompting Variant":"MMG2Skill"}. This record does not assert independent reproduction. ### Raw Guide Success Rate: 52.5. Result ID: 6a1ece13fbc373592c1a85a1. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Gemini-3.1-Pro-Preview","Prompting Variant":"Raw Guide"}. This record does not assert independent reproduction. ### Raw Guide Success Rate: 50. Result ID: 6a1ece13fbc373592c1a8598. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"GPT-5.5","Prompting Variant":"Raw Guide"}. This record does not assert independent reproduction. ### Vanilla Success Rate: 49.17. Result ID: 6a1ece13fbc373592c1a8597. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"GPT-5.5","Prompting Variant":"Vanilla"}. This record does not assert independent reproduction. ### Vanilla Success Rate: 48.33. Result ID: 6a1ece13fbc373592c1a85a3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3.6-Plus","Prompting Variant":"Vanilla"}. This record does not assert independent reproduction. ### Vanilla Success Rate: 46.67. Result ID: 6a1ece13fbc373592c1a859d. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Kimi-K2.6","Prompting Variant":"Vanilla"}. This record does not assert independent reproduction. ### Raw Guide Success Rate: 44.17. Result ID: 6a1ece13fbc373592c1a8595. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Claude-Opus-4.6","Prompting Variant":"Raw Guide"}. This record does not assert independent reproduction. ### Raw Guide Success Rate: 44.17. Result ID: 6a1ece13fbc373592c1a85a4. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen3.6-Plus","Prompting Variant":"Raw Guide"}. This record does not assert independent reproduction. ### Vanilla Success Rate: 41.67. Result ID: 6a1ece13fbc373592c1a8594. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Claude-Opus-4.6","Prompting Variant":"Vanilla"}. This record does not assert independent reproduction. ### Raw Guide Success Rate: 40.83. Result ID: 6a1ece13fbc373592c1a859e. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Kimi-K2.6","Prompting Variant":"Raw Guide"}. This record does not assert independent reproduction. ### Vanilla Success Rate: 40. Result ID: 6a1ece13fbc373592c1a859a. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Claude-Sonnet-4.6","Prompting Variant":"Vanilla"}. This record does not assert independent reproduction. ### Raw Guide Success Rate: 39.17. Result ID: 6a1ece13fbc373592c1a859b. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Claude-Sonnet-4.6","Prompting Variant":"Raw Guide"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.