# News Headline Generation on LaMP News Headline (test) Source: [News Headline Generation on LaMP News Headline (test)]() Collection index: [llms.txt]() Data updated: 2026-03-04T08:24:08.333Z Evaluation of News Headline Generation performance on the test split of the LaMP News Headline dataset, measured using ROUGE-1 (R-1) and ROUGE-L (R-L) scores. 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 | News Headline Generation | | Dataset (including any stated split) | LaMP News Headline (test) | | Metric | ROUGE-1 | | 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 - [ROUGE-1](): Higher is better; unit: PERCENT. - [ROUGE-L](): Higher is better; unit: PERCENT. ## Recorded results | Method | ROUGE-1 | Result date | Report paper | | --- | --- | --- | --- | | TITOK | 15.1 | Not recorded | 68fa7be11e209131cea8aff3 | | TITOK | 15.1 | Not recorded | 68fa7be11e209131cea8aff3 | | TITOK | 13.3 | Not recorded | 68fa7be11e209131cea8aff3 | | KD | 12.7 | Not recorded | 68fa7be11e209131cea8aff3 | | MinED | 12.4 | Not recorded | 68fa7be11e209131cea8aff3 | | MinED | 11.8 | Not recorded | 68fa7be11e209131cea8aff3 | | Vanilla | 11.7 | Not recorded | 68fa7be11e209131cea8aff3 | | Vanilla | 11.7 | Not recorded | 68fa7be11e209131cea8aff3 | | Vanilla | 11.7 | Not recorded | 68fa7be11e209131cea8aff3 | ### TITOK ROUGE-1: 15.1. Result ID: 69a7ebed6dbb7075b94cb7e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Setting":"Other-user","Source Model":"Mistral 7B","Target Model":"Mistral 7B"}. This record does not assert independent reproduction. ### TITOK ROUGE-1: 15.1. Result ID: 69a7ebed6dbb7075b94cb7e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Setting":"Mixed-user","Source Model":"Mistral 7B","Target Model":"Mistral 7B"}. This record does not assert independent reproduction. ### TITOK ROUGE-1: 13.3. Result ID: 69a7ebed6dbb7075b94cb7ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Setting":"Cross-task","Source Model":"Mistral 7B","Target Model":"Mistral 7B"}. This record does not assert independent reproduction. ### KD ROUGE-1: 12.7. Result ID: 69a7ebed6dbb7075b94cb7e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Setting":"Other-user","Source Model":"Mistral 7B","Target Model":"Mistral 7B"}. This record does not assert independent reproduction. ### MinED ROUGE-1: 12.4. Result ID: 69a7ebed6dbb7075b94cb7e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Setting":"Mixed-user","Source Model":"Mistral 7B","Target Model":"Mistral 7B"}. This record does not assert independent reproduction. ### MinED ROUGE-1: 11.8. Result ID: 69a7ebed6dbb7075b94cb7e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Setting":"Cross-task","Source Model":"Mistral 7B","Target Model":"Mistral 7B"}. This record does not assert independent reproduction. ### Vanilla ROUGE-1: 11.7. Result ID: 69a7ebed6dbb7075b94cb7e2. [Reporting paper]() Recorded evaluation configuration: {"Data Setting":"Other-user","Source Model":"Mistral 7B","Target Model":"Mistral 7B"}. This record does not assert independent reproduction. ### Vanilla ROUGE-1: 11.7. Result ID: 69a7ebed6dbb7075b94cb7e5. [Reporting paper]() Recorded evaluation configuration: {"Data Setting":"Mixed-user","Source Model":"Mistral 7B","Target Model":"Mistral 7B"}. This record does not assert independent reproduction. ### Vanilla ROUGE-1: 11.7. Result ID: 69a7ebed6dbb7075b94cb7e8. [Reporting paper]() Recorded evaluation configuration: {"Data Setting":"Cross-task","Source Model":"Mistral 7B","Target Model":"Mistral 7B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.