# Law-level Retrieval on Austrian-law (test) Source: [Law-level Retrieval on Austrian-law (test)]() Collection index: [llms.txt]() Data updated: 2026-05-06T07:05:01.740Z Evaluation of Law-level Retrieval performance on the test split of the Austrian-law dataset, measured using Majority-accuracy. 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 (test) | | Metric | Majority Accuracy | | 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 - [Majority Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Majority Accuracy | Result date | Report paper | | --- | --- | --- | --- | | KAHM | 43.6 | Not recorded | 69facae7c0f56ed84308a223 | | KAHM | 43 | Not recorded | 69facae7c0f56ed84308a223 | | KAHM | 42.7 | Not recorded | 69facae7c0f56ed84308a223 | | KAHM | 42.4 | Not recorded | 69facae7c0f56ed84308a223 | | KAHM | 42.2 | Not recorded | 69facae7c0f56ed84308a223 | | Mixedbread | 40.2 | Not recorded | 69facae7c0f56ed84308a223 | | Mixedbread | 40 | Not recorded | 69facae7c0f56ed84308a223 | | Mixedbread | 39.7 | Not recorded | 69facae7c0f56ed84308a223 | | Mixedbread | 39.2 | Not recorded | 69facae7c0f56ed84308a223 | | Mixedbread | 37.9 | Not recorded | 69facae7c0f56ed84308a223 | | IDF-SVD | 31.1 | Not recorded | 69facae7c0f56ed84308a223 | | IDF-SVD | 30.5 | Not recorded | 69facae7c0f56ed84308a223 | | IDF-SVD | 30.5 | Not recorded | 69facae7c0f56ed84308a223 | | IDF-SVD | 30.2 | Not recorded | 69facae7c0f56ed84308a223 | | IDF-SVD | 29.8 | Not recorded | 69facae7c0f56ed84308a223 | ### KAHM Majority Accuracy: 43.6. Result ID: 69fae7bf47f34ce924dd51d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"10"}. This record does not assert independent reproduction. ### KAHM Majority Accuracy: 43. Result ID: 69fae7bf47f34ce924dd51d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"5"}. This record does not assert independent reproduction. ### KAHM Majority Accuracy: 42.7. Result ID: 69fae7bf47f34ce924dd51d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"15"}. This record does not assert independent reproduction. ### KAHM Majority Accuracy: 42.4. Result ID: 69fae7bf47f34ce924dd51d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"20"}. This record does not assert independent reproduction. ### KAHM Majority Accuracy: 42.2. Result ID: 69fae7bf47f34ce924dd51d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"k":"3"}. This record does not assert independent reproduction. ### Mixedbread Majority Accuracy: 40.2. Result ID: 69fae7bf47f34ce924dd51db. [Reporting paper]() Recorded evaluation configuration: {"k":"10"}. This record does not assert independent reproduction. ### Mixedbread Majority Accuracy: 40. Result ID: 69fae7bf47f34ce924dd51dc. [Reporting paper]() Recorded evaluation configuration: {"k":"15"}. This record does not assert independent reproduction. ### Mixedbread Majority Accuracy: 39.7. Result ID: 69fae7bf47f34ce924dd51dd. [Reporting paper]() Recorded evaluation configuration: {"k":"20"}. This record does not assert independent reproduction. ### Mixedbread Majority Accuracy: 39.2. Result ID: 69fae7bf47f34ce924dd51da. [Reporting paper]() Recorded evaluation configuration: {"k":"5"}. This record does not assert independent reproduction. ### Mixedbread Majority Accuracy: 37.9. Result ID: 69fae7bf47f34ce924dd51d9. [Reporting paper]() Recorded evaluation configuration: {"k":"3"}. This record does not assert independent reproduction. ### IDF-SVD Majority Accuracy: 31.1. Result ID: 69fae7bf47f34ce924dd51d2. [Reporting paper]() Recorded evaluation configuration: {"k":"15"}. This record does not assert independent reproduction. ### IDF-SVD Majority Accuracy: 30.5. Result ID: 69fae7bf47f34ce924dd51d1. [Reporting paper]() Recorded evaluation configuration: {"k":"10"}. This record does not assert independent reproduction. ### IDF-SVD Majority Accuracy: 30.5. Result ID: 69fae7bf47f34ce924dd51d3. [Reporting paper]() Recorded evaluation configuration: {"k":"20"}. This record does not assert independent reproduction. ### IDF-SVD Majority Accuracy: 30.2. Result ID: 69fae7bf47f34ce924dd51d0. [Reporting paper]() Recorded evaluation configuration: {"k":"5"}. This record does not assert independent reproduction. ### IDF-SVD Majority Accuracy: 29.8. Result ID: 69fae7bf47f34ce924dd51cf. [Reporting paper]() Recorded evaluation configuration: {"k":"3"}. 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