# Data Contamination Detection on BBC News Source: [Data Contamination Detection on BBC News]() Collection index: [llms.txt]() Data updated: 2026-06-09T07:23:08.282Z Evaluation of models designed to detect data contamination within the BBC News dataset, typically assessed using Hit Rate, Confidence Intervals, and P-values. 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 | Data Contamination Detection | | Dataset (including any stated split) | BBC News | | Metric | Hit Rate | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Hit Rate](): Higher is better; unit: PERCENT. - [Confidence Interval Upper Bound](): Lower is better; unit: SCALAR. - [P-value](): Lower is better; unit: SCALAR. ## Recorded results | Method | Hit Rate | Result date | Report paper | | --- | --- | --- | --- | | MC-PDD | 36.75 | Not recorded | 6a279df890966ade919bf60e | | MC-PDD | 36.31 | Not recorded | 6a279df890966ade919bf60e | | MC-PDD | 36.16 | Not recorded | 6a279df890966ade919bf60e | | MC-PDD | 35.78 | Not recorded | 6a279df890966ade919bf60e | | MC-PDD | 34.51 | Not recorded | 6a279df890966ade919bf60e | | MC-PDD | 31.72 | Not recorded | 6a279df890966ade919bf60e | | MC-PDD | 31.51 | Not recorded | 6a279df890966ade919bf60e | | MC-PDD | 30.08 | Not recorded | 6a279df890966ade919bf60e | | MC-PDD | 29.03 | Not recorded | 6a279df890966ade919bf60e | ### MC-PDD Hit Rate: 36.75. Result ID: 6a27beeffbc373592c24194c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Date":"2017-03","Model":"Qwen2.5-14B-Instruct"}. This record does not assert independent reproduction. ### MC-PDD Hit Rate: 36.31. Result ID: 6a27beeffbc373592c24194d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Date":"2018-03","Model":"Qwen2.5-14B-Instruct"}. This record does not assert independent reproduction. ### MC-PDD Hit Rate: 36.16. Result ID: 6a27beeffbc373592c24194e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Date":"2019-03","Model":"Qwen2.5-14B-Instruct"}. This record does not assert independent reproduction. ### MC-PDD Hit Rate: 35.78. Result ID: 6a27beeffbc373592c24194f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Date":"2020-03","Model":"Qwen2.5-14B-Instruct"}. This record does not assert independent reproduction. ### MC-PDD Hit Rate: 34.51. Result ID: 6a27beeffbc373592c241951. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Date":"2022-03","Model":"Qwen2.5-14B-Instruct"}. This record does not assert independent reproduction. ### MC-PDD Hit Rate: 31.72. Result ID: 6a27beeffbc373592c241950. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Date":"2021-03","Model":"Qwen2.5-14B-Instruct"}. This record does not assert independent reproduction. ### MC-PDD Hit Rate: 31.51. Result ID: 6a27beeffbc373592c241952. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Date":"2023-03","Model":"Qwen2.5-14B-Instruct"}. This record does not assert independent reproduction. ### MC-PDD Hit Rate: 30.08. Result ID: 6a27beeffbc373592c241954. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Date":"2025-03","Model":"Qwen2.5-14B-Instruct"}. This record does not assert independent reproduction. ### MC-PDD Hit Rate: 29.03. Result ID: 6a27beeffbc373592c241953. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Date":"2024-03","Model":"Qwen2.5-14B-Instruct"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.