| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| tags: |
| - benchmark |
| - llm-evaluation |
| - evaluation-reliability |
| pretty_name: Plumloom Evaluation Reliability Benchmark |
| size_categories: |
| - n<1K |
| --- |
| |
| # Plumloom Evaluation Reliability Benchmark |
|
|
| Public results from Plumloom’s research on reliability in single-turn AI chat evaluations. |
|
|
| This dataset contains 45 controlled single-turn chat cases used to test whether repeated evaluation produces more stable model choices than one-shot evaluation. It also includes aggregate results from 38 measurement-reliability evaluation runs. |
|
|
| Private prompts, rubrics, model responses, and production execution details are intentionally excluded. |
