# Contextual Question Answering on 5% (forget set) Source: [Contextual Question Answering on 5% (forget set)]() Collection index: [llms.txt]() Data updated: 2026-05-28T06:51:18.841Z Evaluation of Contextual Question Answering performance using the 5% (forget set) configuration. 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 | Contextual Question Answering | | Dataset (including any stated split) | 5% (forget set) | | Metric | ROUGE-L | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [ROUGE-L](): Higher is better; unit: PERCENT. - [LLM Judge Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | ROUGE-L | Result date | Report paper | | --- | --- | --- | --- | | RMU | 91 | Not recorded | 68fa7c5d1e209131cea8dbff | | NPO | 87 | Not recorded | 68fa7c5d1e209131cea8dbff | | UNDIAL | 87 | Not recorded | 68fa7c5d1e209131cea8dbff | | UNDIAL | 68 | Not recorded | 68fa7c5d1e209131cea8dbff | | RMU | 67 | Not recorded | 68fa7c5d1e209131cea8dbff | | NPO | 63 | Not recorded | 68fa7c5d1e209131cea8dbff | | UNDIAL | 59 | Not recorded | 68fa7c5d1e209131cea8dbff | | NPO | 55 | Not recorded | 68fa7c5d1e209131cea8dbff | | UNDIAL | 53 | Not recorded | 68fa7c5d1e209131cea8dbff | | NPO | 46 | Not recorded | 68fa7c5d1e209131cea8dbff | | RMU | 18 | Not recorded | 68fa7c5d1e209131cea8dbff | | RMU | 1 | Not recorded | 68fa7c5d1e209131cea8dbff | ### RMU ROUGE-L: 91. Result ID: 6a17e435fbc373592c110b09. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemma-2B-IT","Variant":"Context-aware"}. This record does not assert independent reproduction. ### NPO ROUGE-L: 87. Result ID: 6a17e435fbc373592c110b07. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemma-2B-IT","Variant":"Context-aware"}. This record does not assert independent reproduction. ### UNDIAL ROUGE-L: 87. Result ID: 6a17e435fbc373592c110b0b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemma-2B-IT","Variant":"Context-aware"}. This record does not assert independent reproduction. ### UNDIAL ROUGE-L: 68. Result ID: 6a17e435fbc373592c110b11. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-8B","Variant":"Context-aware"}. This record does not assert independent reproduction. ### RMU ROUGE-L: 67. Result ID: 6a17e435fbc373592c110b0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-8B","Variant":"Context-aware"}. This record does not assert independent reproduction. ### NPO ROUGE-L: 63. Result ID: 6a17e435fbc373592c110b0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-8B","Variant":"Context-aware"}. This record does not assert independent reproduction. ### UNDIAL ROUGE-L: 59. Result ID: 6a17e435fbc373592c110b10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-8B","Variant":"Vanilla"}. This record does not assert independent reproduction. ### NPO ROUGE-L: 55. Result ID: 6a17e435fbc373592c110b06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemma-2B-IT","Variant":"Vanilla"}. This record does not assert independent reproduction. ### UNDIAL ROUGE-L: 53. Result ID: 6a17e435fbc373592c110b0a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemma-2B-IT","Variant":"Vanilla"}. This record does not assert independent reproduction. ### NPO ROUGE-L: 46. Result ID: 6a17e435fbc373592c110b0c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-8B","Variant":"Vanilla"}. This record does not assert independent reproduction. ### RMU ROUGE-L: 18. Result ID: 6a17e435fbc373592c110b0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-8B","Variant":"Vanilla"}. This record does not assert independent reproduction. ### RMU ROUGE-L: 1. Result ID: 6a17e435fbc373592c110b08. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemma-2B-IT","Variant":"Vanilla"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.