# Law-level retrieval on Austrian-law Source: [Law-level retrieval on Austrian-law]() Collection index: [llms.txt]() Data updated: 2026-05-06T07:05:01.699Z Evaluation of Law-level retrieval performance on the Austrian-law dataset, measured using the Mean consensus fraction. 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 | Law-level retrieval | | Dataset (including any stated split) | Austrian-law | | Metric | Mean Consensus Fraction | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [Mean Consensus Fraction](): Higher is better; unit: PERCENT. ## Recorded results | Method | Mean Consensus Fraction | Result date | Report paper | | --- | --- | --- | --- | | KAHM | 37.8 | Not recorded | 69facae7c0f56ed84308a223 | | KAHM | 36.2 | Not recorded | 69facae7c0f56ed84308a223 | | Mixedbread | 34.5 | Not recorded | 69facae7c0f56ed84308a223 | | KAHM | 33.8 | Not recorded | 69facae7c0f56ed84308a223 | | Mixedbread | 33 | Not recorded | 69facae7c0f56ed84308a223 | | KAHM | 31.9 | Not recorded | 69facae7c0f56ed84308a223 | | KAHM | 30.5 | Not recorded | 69facae7c0f56ed84308a223 | | Mixedbread | 30.3 | Not recorded | 69facae7c0f56ed84308a223 | | Mixedbread | 28.5 | Not recorded | 69facae7c0f56ed84308a223 | | IDF-SVD | 27.9 | Not recorded | 69facae7c0f56ed84308a223 | | IDF-SVD | 27.1 | Not recorded | 69facae7c0f56ed84308a223 | | Mixedbread | 27 | Not recorded | 69facae7c0f56ed84308a223 | | IDF-SVD | 25.6 | Not recorded | 69facae7c0f56ed84308a223 | | IDF-SVD | 24.7 | Not recorded | 69facae7c0f56ed84308a223 | | IDF-SVD | 23.8 | Not recorded | 69facae7c0f56ed84308a223 | ### KAHM Mean Consensus Fraction: 37.8. Result ID: 69fae7bf47f34ce924dd51c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"3"}. This record does not assert independent reproduction. ### KAHM Mean Consensus Fraction: 36.2. Result ID: 69fae7bf47f34ce924dd51c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"5"}. This record does not assert independent reproduction. ### Mixedbread Mean Consensus Fraction: 34.5. Result ID: 69fae7bf47f34ce924dd51c2. [Reporting paper]() Recorded evaluation configuration: {"k":"3"}. This record does not assert independent reproduction. ### KAHM Mean Consensus Fraction: 33.8. Result ID: 69fae7bf47f34ce924dd51c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"10"}. This record does not assert independent reproduction. ### Mixedbread Mean Consensus Fraction: 33. Result ID: 69fae7bf47f34ce924dd51c5. [Reporting paper]() Recorded evaluation configuration: {"k":"5"}. This record does not assert independent reproduction. ### KAHM Mean Consensus Fraction: 31.9. Result ID: 69fae7bf47f34ce924dd51ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"15"}. This record does not assert independent reproduction. ### KAHM Mean Consensus Fraction: 30.5. Result ID: 69fae7bf47f34ce924dd51cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"20"}. This record does not assert independent reproduction. ### Mixedbread Mean Consensus Fraction: 30.3. Result ID: 69fae7bf47f34ce924dd51c8. [Reporting paper]() Recorded evaluation configuration: {"k":"10"}. This record does not assert independent reproduction. ### Mixedbread Mean Consensus Fraction: 28.5. Result ID: 69fae7bf47f34ce924dd51cb. [Reporting paper]() Recorded evaluation configuration: {"k":"15"}. This record does not assert independent reproduction. ### IDF-SVD Mean Consensus Fraction: 27.9. Result ID: 69fae7bf47f34ce924dd51c0. [Reporting paper]() Recorded evaluation configuration: {"k":"3"}. This record does not assert independent reproduction. ### IDF-SVD Mean Consensus Fraction: 27.1. Result ID: 69fae7bf47f34ce924dd51c3. [Reporting paper]() Recorded evaluation configuration: {"k":"5"}. This record does not assert independent reproduction. ### Mixedbread Mean Consensus Fraction: 27. Result ID: 69fae7bf47f34ce924dd51ce. [Reporting paper]() Recorded evaluation configuration: {"k":"20"}. This record does not assert independent reproduction. ### IDF-SVD Mean Consensus Fraction: 25.6. Result ID: 69fae7bf47f34ce924dd51c6. [Reporting paper]() Recorded evaluation configuration: {"k":"10"}. This record does not assert independent reproduction. ### IDF-SVD Mean Consensus Fraction: 24.7. Result ID: 69fae7bf47f34ce924dd51c9. [Reporting paper]() Recorded evaluation configuration: {"k":"15"}. This record does not assert independent reproduction. ### IDF-SVD Mean Consensus Fraction: 23.8. Result ID: 69fae7bf47f34ce924dd51cc. [Reporting paper]() Recorded evaluation configuration: {"k":"20"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.