# Source Coverage Evaluation on DIVERSESUMM Augmented 1.0 (test) Source: [Source Coverage Evaluation on DIVERSESUMM Augmented 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:04:30.321Z Evaluation of source coverage performance on the test split of the DIVERSESUMM Augmented 1.0 dataset, measured by the Source Coverage metric. 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 | Source Coverage Evaluation | | Dataset (including any stated split) | DIVERSESUMM Augmented 1.0 (test) | | Metric | Source Coverage | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Source Coverage](): Higher is better; unit: SCALAR. ## Recorded results | Method | Source Coverage | Result date | Report paper | | --- | --- | --- | --- | | LLM + DPP | 0.5535 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM + DPP | 0.5469 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM-Selected KPs | 0.5409 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM-Selected KPs | 0.5142 | Not recorded | 68fa78d71e209131cea7ab57 | | Naive LLM | 0.4807 | Not recorded | 68fa78d71e209131cea7ab57 | | All KPs | 0.462 | Not recorded | 68fa78d71e209131cea7ab57 | | Naive LLM | 0.4248 | Not recorded | 68fa78d71e209131cea7ab57 | | All KPs | 0.4114 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM-Selected KPs | 0.3849 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM + DPP | 0.3845 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM + DPP | 0.3227 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM-Selected KPs | 0.3087 | Not recorded | 68fa78d71e209131cea7ab57 | | Naive LLM | 0.2667 | Not recorded | 68fa78d71e209131cea7ab57 | | All KPs | 0.2573 | Not recorded | 68fa78d71e209131cea7ab57 | | All KPs | 0.2368 | Not recorded | 68fa78d71e209131cea7ab57 | | Naive LLM | 0.2187 | Not recorded | 68fa78d71e209131cea7ab57 | ### LLM + DPP Source Coverage: 0.5535. Result ID: 6995a57e3badfaffe6a2fb21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"GPT-4o"}. This record does not assert independent reproduction. ### LLM + DPP Source Coverage: 0.5469. Result ID: 6995a57e3badfaffe6a2fb22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"Claude-3-Sonnet"}. This record does not assert independent reproduction. ### LLM-Selected KPs Source Coverage: 0.5409. Result ID: 6995a57e3badfaffe6a2fb1d. [Reporting paper]() Recorded evaluation configuration: {"LLM":"GPT-4o"}. This record does not assert independent reproduction. ### LLM-Selected KPs Source Coverage: 0.5142. Result ID: 6995a57e3badfaffe6a2fb1e. [Reporting paper]() Recorded evaluation configuration: {"LLM":"Claude-3-Sonnet"}. This record does not assert independent reproduction. ### Naive LLM Source Coverage: 0.4807. Result ID: 6995a57e3badfaffe6a2fb15. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"GPT-4o"}. This record does not assert independent reproduction. ### All KPs Source Coverage: 0.462. Result ID: 6995a57e3badfaffe6a2fb19. [Reporting paper]() Recorded evaluation configuration: {"LLM":"GPT-4o"}. This record does not assert independent reproduction. ### Naive LLM Source Coverage: 0.4248. Result ID: 6995a57e3badfaffe6a2fb16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"Claude-3-Sonnet"}. This record does not assert independent reproduction. ### All KPs Source Coverage: 0.4114. Result ID: 6995a57e3badfaffe6a2fb1a. [Reporting paper]() Recorded evaluation configuration: {"LLM":"Claude-3-Sonnet"}. This record does not assert independent reproduction. ### LLM-Selected KPs Source Coverage: 0.3849. Result ID: 6995a57e3badfaffe6a2fb1c. [Reporting paper]() Recorded evaluation configuration: {"LLM":"GPT-3.5"}. This record does not assert independent reproduction. ### LLM + DPP Source Coverage: 0.3845. Result ID: 6995a57e3badfaffe6a2fb20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"GPT-3.5"}. This record does not assert independent reproduction. ### LLM + DPP Source Coverage: 0.3227. Result ID: 6995a57e3badfaffe6a2fb23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"Llama-3.1"}. This record does not assert independent reproduction. ### LLM-Selected KPs Source Coverage: 0.3087. Result ID: 6995a57e3badfaffe6a2fb1f. [Reporting paper]() Recorded evaluation configuration: {"LLM":"Llama-3.1"}. This record does not assert independent reproduction. ### Naive LLM Source Coverage: 0.2667. Result ID: 6995a57e3badfaffe6a2fb14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"GPT-3.5"}. This record does not assert independent reproduction. ### All KPs Source Coverage: 0.2573. Result ID: 6995a57e3badfaffe6a2fb18. [Reporting paper]() Recorded evaluation configuration: {"LLM":"GPT-3.5"}. This record does not assert independent reproduction. ### All KPs Source Coverage: 0.2368. Result ID: 6995a57e3badfaffe6a2fb1b. [Reporting paper]() Recorded evaluation configuration: {"LLM":"Llama-3.1"}. This record does not assert independent reproduction. ### Naive LLM Source Coverage: 0.2187. Result ID: 6995a57e3badfaffe6a2fb17. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"Llama-3.1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.