# Directness on semiconductor C2 community level post-cutoff (test) Source: [Directness on semiconductor C2 community level post-cutoff (test)]() Collection index: [llms.txt]() Data updated: 2026-03-06T09:29:40.585Z Evaluation of model performance on the Directness dimension using pairwise comparison results (Win/Loss/Tie) on the test split of the semiconductor C2 community level dataset (post-cutoff). 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 | Directness | | Dataset (including any stated split) | semiconductor C2 community level post-cutoff (test) | | Metric | Win Rate | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [Win Rate](): Higher is better; unit: PERCENT. - [Loss Rate](): Lower is better; unit: PERCENT. - [Tie Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Win Rate | Result date | Report paper | | --- | --- | --- | --- | | M2hC | 63 | Not recorded | 69aa5f922d603e6de3e41972 | | M2hC | 61 | Not recorded | 69aa5f922d603e6de3e41972 | | MRC | 50 | Not recorded | 69aa5f922d603e6de3e41972 | | MRC | 50 | Not recorded | 69aa5f922d603e6de3e41972 | | RkH | 35 | Not recorded | 69aa5f922d603e6de3e41972 | | RkH | 35 | Not recorded | 69aa5f922d603e6de3e41972 | ### M2hC Win Rate: 63. Result ID: 69aa9e7b6dbb7075b954ac10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Hierarchy level":"L1","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction. ### M2hC Win Rate: 61. Result ID: 69aa9e7b6dbb7075b954ac11. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Hierarchy level":"LF","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction. ### MRC Win Rate: 50. Result ID: 69aa9e7b6dbb7075b954ac12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Hierarchy level":"L1","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction. ### MRC Win Rate: 50. Result ID: 69aa9e7b6dbb7075b954ac13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Hierarchy level":"LF","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction. ### RkH Win Rate: 35. Result ID: 69aa9e7b6dbb7075b954ac0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Hierarchy level":"L1","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction. ### RkH Win Rate: 35. Result ID: 69aa9e7b6dbb7075b954ac0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Hierarchy level":"LF","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.