# Source Coverage Evaluation on DIVERSESUMM 1.0 (test) Source: [Source Coverage Evaluation on DIVERSESUMM 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:04:30.305Z Evaluation of source coverage performance using the test split of the DIVERSESUMM 1.0 dataset. 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 1.0 (test) | | Metric | Source Coverage | | Unit | PERCENT | | 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: PERCENT. ## Recorded results | Method | Source Coverage | Result date | Report paper | | --- | --- | --- | --- | | LLM + DPP | 59.23 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM + DPP | 58.05 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM-Selected KPs | 57.47 | Not recorded | 68fa78d71e209131cea7ab57 | | All KPs | 56.83 | Not recorded | 68fa78d71e209131cea7ab57 | | Naive LLM | 55.16 | Not recorded | 68fa78d71e209131cea7ab57 | | All KPs | 54.43 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM-Selected KPs | 53.69 | Not recorded | 68fa78d71e209131cea7ab57 | | Naive LLM | 47.76 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM + DPP | 47.06 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM-Selected KPs | 43.7 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM + DPP | 36.53 | Not recorded | 68fa78d71e209131cea7ab57 | | All KPs | 34.72 | Not recorded | 68fa78d71e209131cea7ab57 | | All KPs | 34.58 | Not recorded | 68fa78d71e209131cea7ab57 | | LLM-Selected KPs | 33.76 | Not recorded | 68fa78d71e209131cea7ab57 | | Naive LLM | 33.24 | Not recorded | 68fa78d71e209131cea7ab57 | | Naive LLM | 24.27 | Not recorded | 68fa78d71e209131cea7ab57 | ### LLM + DPP Source Coverage: 59.23. Result ID: 6995a57e3badfaffe6a2fb12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"Claude-3-Sonnet"}. This record does not assert independent reproduction. ### LLM + DPP Source Coverage: 58.05. Result ID: 6995a57e3badfaffe6a2fb11. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"GPT-4o"}. This record does not assert independent reproduction. ### LLM-Selected KPs Source Coverage: 57.47. Result ID: 6995a57e3badfaffe6a2fb0d. [Reporting paper]() Recorded evaluation configuration: {"LLM":"GPT-4o"}. This record does not assert independent reproduction. ### All KPs Source Coverage: 56.83. Result ID: 6995a57e3badfaffe6a2fb0a. [Reporting paper]() Recorded evaluation configuration: {"LLM":"Claude-3-Sonnet"}. This record does not assert independent reproduction. ### Naive LLM Source Coverage: 55.16. Result ID: 6995a57e3badfaffe6a2fb05. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"GPT-4o"}. This record does not assert independent reproduction. ### All KPs Source Coverage: 54.43. Result ID: 6995a57e3badfaffe6a2fb09. [Reporting paper]() Recorded evaluation configuration: {"LLM":"GPT-4o"}. This record does not assert independent reproduction. ### LLM-Selected KPs Source Coverage: 53.69. Result ID: 6995a57e3badfaffe6a2fb0e. [Reporting paper]() Recorded evaluation configuration: {"LLM":"Claude-3-Sonnet"}. This record does not assert independent reproduction. ### Naive LLM Source Coverage: 47.76. Result ID: 6995a57e3badfaffe6a2fb06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"Claude-3-Sonnet"}. This record does not assert independent reproduction. ### LLM + DPP Source Coverage: 47.06. Result ID: 6995a57e3badfaffe6a2fb10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"GPT-3.5"}. This record does not assert independent reproduction. ### LLM-Selected KPs Source Coverage: 43.7. Result ID: 6995a57e3badfaffe6a2fb0c. [Reporting paper]() Recorded evaluation configuration: {"LLM":"GPT-3.5"}. This record does not assert independent reproduction. ### LLM + DPP Source Coverage: 36.53. Result ID: 6995a57e3badfaffe6a2fb13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"Llama-3.1"}. This record does not assert independent reproduction. ### All KPs Source Coverage: 34.72. Result ID: 6995a57e3badfaffe6a2fb08. [Reporting paper]() Recorded evaluation configuration: {"LLM":"GPT-3.5"}. This record does not assert independent reproduction. ### All KPs Source Coverage: 34.58. Result ID: 6995a57e3badfaffe6a2fb0b. [Reporting paper]() Recorded evaluation configuration: {"LLM":"Llama-3.1"}. This record does not assert independent reproduction. ### LLM-Selected KPs Source Coverage: 33.76. Result ID: 6995a57e3badfaffe6a2fb0f. [Reporting paper]() Recorded evaluation configuration: {"LLM":"Llama-3.1"}. This record does not assert independent reproduction. ### Naive LLM Source Coverage: 33.24. Result ID: 6995a57e3badfaffe6a2fb04. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"LLM":"GPT-3.5"}. This record does not assert independent reproduction. ### Naive LLM Source Coverage: 24.27. Result ID: 6995a57e3badfaffe6a2fb07. [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.