# General Capability on BBH, GSM8K, MMLU, TruthfulQA, HumanEval, MBPP Source: [General Capability on BBH, GSM8K, MMLU, TruthfulQA, HumanEval, MBPP]() Collection index: [llms.txt]() Data updated: 2026-04-14T09:12:21.797Z Aggregate evaluation assessing general model capabilities across the BBH, GSM8K, MMLU, TruthfulQA, HumanEval, and MBPP benchmark suites, reporting the average score. 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 | General Capability | | Dataset (including any stated split) | BBH, GSM8K, MMLU, TruthfulQA, HumanEval, MBPP | | Metric | Average Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [Average Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Average Score | Result date | Report paper | | --- | --- | --- | --- | | ADG | 26.77 | Not recorded | 69ddca3f7d0172140ec79c29 | | ADG | 26.23 | Not recorded | 69ddca3f7d0172140ec79c29 | | ADG | 26.13 | Not recorded | 69ddca3f7d0172140ec79c29 | | SuperFiltering | 26.03 | Not recorded | 69ddca3f7d0172140ec79c29 | | ZIP | 25.95 | Not recorded | 69ddca3f7d0172140ec79c29 | | SelectIT | 25.85 | Not recorded | 69ddca3f7d0172140ec79c29 | | ZIP | 25.61 | Not recorded | 69ddca3f7d0172140ec79c29 | | Rethinking | 25.57 | Not recorded | 69ddca3f7d0172140ec79c29 | | Rethinking | 25.45 | Not recorded | 69ddca3f7d0172140ec79c29 | | IFD | 25.33 | Not recorded | 69ddca3f7d0172140ec79c29 | | SelectIT | 25.32 | Not recorded | 69ddca3f7d0172140ec79c29 | | SCAR | 25.14 | Not recorded | 69ddca3f7d0172140ec79c29 | | MIG | 25.06 | Not recorded | 69ddca3f7d0172140ec79c29 | | Random | 25.01 | Not recorded | 69ddca3f7d0172140ec79c29 | | SCAR | 24.99 | Not recorded | 69ddca3f7d0172140ec79c29 | | SuperFiltering | 24.99 | Not recorded | 69ddca3f7d0172140ec79c29 | | Random | 24.95 | Not recorded | 69ddca3f7d0172140ec79c29 | | Rethinking | 24.8 | Not recorded | 69ddca3f7d0172140ec79c29 | | ZIP | 24.79 | Not recorded | 69ddca3f7d0172140ec79c29 | | IFD | 24.74 | Not recorded | 69ddca3f7d0172140ec79c29 | | SCAR | 24.74 | Not recorded | 69ddca3f7d0172140ec79c29 | | All Data | 24.73 | Not recorded | 69ddca3f7d0172140ec79c29 | | SuperFiltering | 24.73 | Not recorded | 69ddca3f7d0172140ec79c29 | | SelectIT | 24.68 | Not recorded | 69ddca3f7d0172140ec79c29 | | MIG | 24.67 | Not recorded | 69ddca3f7d0172140ec79c29 | | Random | 24.55 | Not recorded | 69ddca3f7d0172140ec79c29 | | IFD | 24.52 | Not recorded | 69ddca3f7d0172140ec79c29 | | All Data | 24.21 | Not recorded | 69ddca3f7d0172140ec79c29 | | MIG | 24.2 | Not recorded | 69ddca3f7d0172140ec79c29 | | All Data | 23.12 | Not recorded | 69ddca3f7d0172140ec79c29 | ### ADG Average Score: 26.77. Result ID: 69de04f147f34ce924c5abce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"Alpaca-GPT4(52K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### ADG Average Score: 26.23. Result ID: 69de04f147f34ce924c5abe2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"CoT(100K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### ADG Average Score: 26.13. Result ID: 69de04f147f34ce924c5abd8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"WizardLM(70K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### SuperFiltering Average Score: 26.03. Result ID: 69de04f147f34ce924c5abc8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"Alpaca-GPT4(52K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### ZIP Average Score: 25.95. Result ID: 69de04f147f34ce924c5abcd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"Alpaca-GPT4(52K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### SelectIT Average Score: 25.85. Result ID: 69de04f147f34ce924c5abc9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"Alpaca-GPT4(52K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### ZIP Average Score: 25.61. Result ID: 69de04f147f34ce924c5abe1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"CoT(100K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### Rethinking Average Score: 25.57. Result ID: 69de04f147f34ce924c5abcc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"Alpaca-GPT4(52K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### Rethinking Average Score: 25.45. Result ID: 69de04f147f34ce924c5abe0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"CoT(100K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### IFD Average Score: 25.33. Result ID: 69de04f147f34ce924c5abc7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"Alpaca-GPT4(52K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### SelectIT Average Score: 25.32. Result ID: 69de04f147f34ce924c5abd3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"WizardLM(70K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### SCAR Average Score: 25.14. Result ID: 69de04f147f34ce924c5abd5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"WizardLM(70K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### MIG Average Score: 25.06. Result ID: 69de04f147f34ce924c5abd4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"WizardLM(70K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### Random Average Score: 25.01. Result ID: 69de04f147f34ce924c5abd0. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"WizardLM(70K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### SCAR Average Score: 24.99. Result ID: 69de04f147f34ce924c5abcb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"Alpaca-GPT4(52K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### SuperFiltering Average Score: 24.99. Result ID: 69de04f147f34ce924c5abdc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"CoT(100K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### Random Average Score: 24.95. Result ID: 69de04f147f34ce924c5abda. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"CoT(100K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### Rethinking Average Score: 24.8. Result ID: 69de04f147f34ce924c5abd6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"WizardLM(70K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### ZIP Average Score: 24.79. Result ID: 69de04f147f34ce924c5abd7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"WizardLM(70K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### IFD Average Score: 24.74. Result ID: 69de04f147f34ce924c5abdb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"CoT(100K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### SCAR Average Score: 24.74. Result ID: 69de04f147f34ce924c5abdf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"CoT(100K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### All Data Average Score: 24.73. Result ID: 69de04f147f34ce924c5abc5. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"Alpaca-GPT4(52K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### SuperFiltering Average Score: 24.73. Result ID: 69de04f147f34ce924c5abd2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"WizardLM(70K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### SelectIT Average Score: 24.68. Result ID: 69de04f147f34ce924c5abdd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"CoT(100K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### MIG Average Score: 24.67. Result ID: 69de04f147f34ce924c5abca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"Alpaca-GPT4(52K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### Random Average Score: 24.55. Result ID: 69de04f147f34ce924c5abc6. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"Alpaca-GPT4(52K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### IFD Average Score: 24.52. Result ID: 69de04f147f34ce924c5abd1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"WizardLM(70K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### All Data Average Score: 24.21. Result ID: 69de04f147f34ce924c5abcf. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"WizardLM(70K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### MIG Average Score: 24.2. Result ID: 69de04f147f34ce924c5abde. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"CoT(100K)","Selection Budget":"10K"}. This record does not assert independent reproduction. ### All Data Average Score: 23.12. Result ID: 69de04f147f34ce924c5abd9. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"LLaMA3.2-1B-Instruct","Selection Pool":"CoT(100K)","Selection Budget":"10K"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.