# Relevancy Assessment on SummEval Rel Source: [Relevancy Assessment on SummEval Rel]() Collection index: [llms.txt]() Data updated: 2026-04-13T07:41:30.272Z Evaluation of text summarization relevance quality on the SummEval Rel subset, measured using correlation metrics like Spearman's Rho. 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 | Relevancy | | Dataset (including any stated split) | SummEval Rel | | Metric | Spearman's Rho | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [Spearman's Rho](): Higher is better; unit: SCALAR. - [Spearman's Rho 95% CI](): Higher is better; unit: SCALAR. - [Delta (Rho Change)](): Higher is better; unit: SCALAR. - [P-value](): Lower is better; unit: SCALAR. - [Kendall's Tau](): Higher is better; unit: SCALAR. - [MAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | Spearman's Rho | Result date | Report paper | | --- | --- | --- | --- | | TCVA | 0.48 | Not recorded | 69dc788a7d0172140ec78aa8 | | TCVA | 0.48 | Not recorded | 69dc788a7d0172140ec78aa8 | | TCVA | 0.476 | Not recorded | 69dc788a7d0172140ec78aa8 | | TCVA | 0.476 | Not recorded | 69dc788a7d0172140ec78aa8 | | TCVA | 0.455 | Not recorded | 69dc788a7d0172140ec78aa8 | | TCVA | 0.452 | Not recorded | 69dc788a7d0172140ec78aa8 | | RAGAS | 0.411 | Not recorded | 69dc788a7d0172140ec78aa8 | | RAGAS | 0.411 | Not recorded | 69dc788a7d0172140ec78aa8 | | DeepEval | 0.315 | Not recorded | 69dc788a7d0172140ec78aa8 | | DeepEval | 0.315 | Not recorded | 69dc788a7d0172140ec78aa8 | ### TCVA Spearman's Rho: 0.48. Result ID: 69dc9e1a47f34ce924c3505a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Temperature (T)":"0.5"}. This record does not assert independent reproduction. ### TCVA Spearman's Rho: 0.48. Result ID: 69dc9e1a47f34ce924c35069. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"T parameter":"best"}. This record does not assert independent reproduction. ### TCVA Spearman's Rho: 0.476. Result ID: 69dc9e1a47f34ce924c35058. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Temperature (T)":"0.2"}. This record does not assert independent reproduction. ### TCVA Spearman's Rho: 0.476. Result ID: 69dc9e1a47f34ce924c35059. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Temperature (T)":"0.3"}. This record does not assert independent reproduction. ### TCVA Spearman's Rho: 0.455. Result ID: 69dc9e1a47f34ce924c3505c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Temperature (T)":"0.9"}. This record does not assert independent reproduction. ### TCVA Spearman's Rho: 0.452. Result ID: 69dc9e1a47f34ce924c3505b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Temperature (T)":"0.7"}. This record does not assert independent reproduction. ### RAGAS Spearman's Rho: 0.411. Result ID: 69dc9e1a47f34ce924c3505d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Verdict Level":"binary"}. This record does not assert independent reproduction. ### RAGAS Spearman's Rho: 0.411. Result ID: 69dc9e1a47f34ce924c3506a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeepEval Spearman's Rho: 0.315. Result ID: 69dc9e1a47f34ce924c3505e. [Reporting paper]() Recorded evaluation configuration: {"Verdict Level":"ternary"}. This record does not assert independent reproduction. ### DeepEval Spearman's Rho: 0.315. Result ID: 69dc9e1a47f34ce924c3506b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.