# Directness on semiconductor C3 community level post-cutoff (test)

Source: [Directness on semiconductor C3 community level post-cutoff (test)](<https://www.sota2.com/research/sota/directness-on-semiconductor-c3-community-level-post-cutoff-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-06T09:29:40.602Z

Evaluation of model performance on the Directness dimension using Win/Loss/Tie metrics on the test split of the semiconductor C3 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 C3 community level post-cutoff (test) |
| Metric | Wins |
| Unit | SCALAR |
| 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

- [Wins](<https://www.sota2.com/research/sota/directness-on-semiconductor-c3-community-level-post-cutoff-test.md?metric=Wins>): Higher is better; unit: SCALAR.

- [Losses](<https://www.sota2.com/research/sota/directness-on-semiconductor-c3-community-level-post-cutoff-test.md?metric=Losses>): Lower is better; unit: SCALAR.

- [Ties](<https://www.sota2.com/research/sota/directness-on-semiconductor-c3-community-level-post-cutoff-test.md?metric=Ties>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Wins | Result date | Report paper |
| --- | --- | --- | --- |
| RkH | 58 | Not recorded | 69aa5f922d603e6de3e41972 |
| RkH | 56 | Not recorded | 69aa5f922d603e6de3e41972 |
| M2hC | 53 | Not recorded | 69aa5f922d603e6de3e41972 |
| M2hC | 53 | Not recorded | 69aa5f922d603e6de3e41972 |
| MRC | 47 | Not recorded | 69aa5f922d603e6de3e41972 |
| MRC | 45 | Not recorded | 69aa5f922d603e6de3e41972 |

### RkH

Wins: 58. Result ID: 69aa9e7b6dbb7075b954ac15.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

Recorded evaluation configuration: {"Hierarchy level":"LF","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

### RkH

Wins: 56. Result ID: 69aa9e7b6dbb7075b954ac14.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

Recorded evaluation configuration: {"Hierarchy level":"L1","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

### M2hC

Wins: 53. Result ID: 69aa9e7b6dbb7075b954ac16.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

Recorded evaluation configuration: {"Hierarchy level":"L1","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

### M2hC

Wins: 53. Result ID: 69aa9e7b6dbb7075b954ac17.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

Recorded evaluation configuration: {"Hierarchy level":"LF","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

### MRC

Wins: 47. Result ID: 69aa9e7b6dbb7075b954ac18.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

Recorded evaluation configuration: {"Hierarchy level":"L1","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

### MRC

Wins: 45. Result ID: 69aa9e7b6dbb7075b954ac19.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f922d603e6de3e41972.md>)

Recorded evaluation configuration: {"Hierarchy level":"LF","Evaluation model":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

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