# Unsupervised Document Hashing on Reuters Source: [Unsupervised Document Hashing on Reuters]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:17.951Z Evaluation of unsupervised document hashing performance on the Reuters dataset, measured by precision. 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 | Unsupervised document hashing | | Dataset (including any stated split) | Reuters | | Metric | Precision | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 32 of 32 | | 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 - [Precision](): Higher is better; unit: SCALAR. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | SNUH | 0.8624 | Not recorded | 68fa6a031e209131cea2564e | | AMMI | 0.8602 | Not recorded | 68fa6a031e209131cea2564e | | SNUH | 0.856 | Not recorded | 68fa6a031e209131cea2564e | | AMMI | 0.8506 | Not recorded | 68fa6a031e209131cea2564e | | CorrSH | 0.8482 | Not recorded | 68fa6a031e209131cea2564e | | SNUH | 0.8466 | Not recorded | 68fa6a031e209131cea2564e | | CorrSH | 0.8465 | Not recorded | 68fa6a031e209131cea2564e | | AMMI | 0.8446 | Not recorded | 68fa6a031e209131cea2564e | | CorrSH | 0.842 | Not recorded | 68fa6a031e209131cea2564e | | SNUH | 0.832 | Not recorded | 68fa6a031e209131cea2564e | | GMSH | 0.8212 | Not recorded | 68fa6a031e209131cea2564e | | CorrSH | 0.8212 | Not recorded | 68fa6a031e209131cea2564e | | GMSH | 0.8183 | Not recorded | 68fa6a031e209131cea2564e | | AMMI | 0.8173 | Not recorded | 68fa6a031e209131cea2564e | | NASH | 0.7993 | Not recorded | 68fa6a031e209131cea2564e | | GMSH | 0.7846 | Not recorded | 68fa6a031e209131cea2564e | | NASH | 0.7812 | Not recorded | 68fa6a031e209131cea2564e | | VDSH | 0.7753 | Not recorded | 68fa6a031e209131cea2564e | | GMSH | 0.7672 | Not recorded | 68fa6a031e209131cea2564e | | NASH | 0.7624 | Not recorded | 68fa6a031e209131cea2564e | | NASH | 0.7559 | Not recorded | 68fa6a031e209131cea2564e | | STH | 0.7554 | Not recorded | 68fa6a031e209131cea2564e | | VDSH | 0.7456 | Not recorded | 68fa6a031e209131cea2564e | | STH | 0.7351 | Not recorded | 68fa6a031e209131cea2564e | | STH | 0.735 | Not recorded | 68fa6a031e209131cea2564e | | VDSH | 0.7318 | Not recorded | 68fa6a031e209131cea2564e | | VDSH | 0.7165 | Not recorded | 68fa6a031e209131cea2564e | | STH | 0.6986 | Not recorded | 68fa6a031e209131cea2564e | | SpH | 0.6513 | Not recorded | 68fa6a031e209131cea2564e | | SpH | 0.634 | Not recorded | 68fa6a031e209131cea2564e | | SpH | 0.629 | Not recorded | 68fa6a031e209131cea2564e | | SpH | 0.6045 | Not recorded | 68fa6a031e209131cea2564e | ### SNUH Precision: 0.8624. Result ID: 698dfdb2ffc3901de099fb00. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of bits":"128bits"}. This record does not assert independent reproduction. ### AMMI Precision: 0.8602. Result ID: 698dfdb2ffc3901de099faf8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"128bits"}. This record does not assert independent reproduction. ### SNUH Precision: 0.856. Result ID: 698dfdb2ffc3901de099faff. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of bits":"64bits"}. This record does not assert independent reproduction. ### AMMI Precision: 0.8506. Result ID: 698dfdb2ffc3901de099faf7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"64bits"}. This record does not assert independent reproduction. ### CorrSH Precision: 0.8482. Result ID: 698dfdb2ffc3901de099fafc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"128bits"}. This record does not assert independent reproduction. ### SNUH Precision: 0.8466. Result ID: 698dfdb2ffc3901de099fafe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of bits":"32bits"}. This record does not assert independent reproduction. ### CorrSH Precision: 0.8465. Result ID: 698dfdb2ffc3901de099fafb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"64bits"}. This record does not assert independent reproduction. ### AMMI Precision: 0.8446. Result ID: 698dfdb2ffc3901de099faf6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"32bits"}. This record does not assert independent reproduction. ### CorrSH Precision: 0.842. Result ID: 698dfdb2ffc3901de099fafa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"32bits"}. This record does not assert independent reproduction. ### SNUH Precision: 0.832. Result ID: 698dfdb2ffc3901de099fafd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Number of bits":"16bits"}. This record does not assert independent reproduction. ### GMSH Precision: 0.8212. Result ID: 698dfdb2ffc3901de099faf3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"64bits"}. This record does not assert independent reproduction. ### CorrSH Precision: 0.8212. Result ID: 698dfdb2ffc3901de099faf9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"16bits"}. This record does not assert independent reproduction. ### GMSH Precision: 0.8183. Result ID: 698dfdb2ffc3901de099faf2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"32bits"}. This record does not assert independent reproduction. ### AMMI Precision: 0.8173. Result ID: 698dfdb2ffc3901de099faf5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"16bits"}. This record does not assert independent reproduction. ### NASH Precision: 0.7993. Result ID: 698dfdb2ffc3901de099faee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"32bits"}. This record does not assert independent reproduction. ### GMSH Precision: 0.7846. Result ID: 698dfdb2ffc3901de099faf4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"128bits"}. This record does not assert independent reproduction. ### NASH Precision: 0.7812. Result ID: 698dfdb2ffc3901de099faef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"64bits"}. This record does not assert independent reproduction. ### VDSH Precision: 0.7753. Result ID: 698dfdb2ffc3901de099faea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"32bits"}. This record does not assert independent reproduction. ### GMSH Precision: 0.7672. Result ID: 698dfdb2ffc3901de099faf1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"16bits"}. This record does not assert independent reproduction. ### NASH Precision: 0.7624. Result ID: 698dfdb2ffc3901de099faed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"16bits"}. This record does not assert independent reproduction. ### NASH Precision: 0.7559. Result ID: 698dfdb2ffc3901de099faf0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"128bits"}. This record does not assert independent reproduction. ### STH Precision: 0.7554. Result ID: 698dfdb2ffc3901de099fae6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"32bits"}. This record does not assert independent reproduction. ### VDSH Precision: 0.7456. Result ID: 698dfdb2ffc3901de099faeb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"64bits"}. This record does not assert independent reproduction. ### STH Precision: 0.7351. Result ID: 698dfdb2ffc3901de099fae5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"16bits"}. This record does not assert independent reproduction. ### STH Precision: 0.735. Result ID: 698dfdb2ffc3901de099fae7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"64bits"}. This record does not assert independent reproduction. ### VDSH Precision: 0.7318. Result ID: 698dfdb2ffc3901de099faec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"128bits"}. This record does not assert independent reproduction. ### VDSH Precision: 0.7165. Result ID: 698dfdb2ffc3901de099fae9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"16bits"}. This record does not assert independent reproduction. ### STH Precision: 0.6986. Result ID: 698dfdb2ffc3901de099fae8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of bits":"128bits"}. This record does not assert independent reproduction. ### SpH Precision: 0.6513. Result ID: 698dfdb2ffc3901de099fae2. [Reporting paper]() Recorded evaluation configuration: {"Number of bits":"32bits"}. This record does not assert independent reproduction. ### SpH Precision: 0.634. Result ID: 698dfdb2ffc3901de099fae1. [Reporting paper]() Recorded evaluation configuration: {"Number of bits":"16bits"}. This record does not assert independent reproduction. ### SpH Precision: 0.629. Result ID: 698dfdb2ffc3901de099fae3. [Reporting paper]() Recorded evaluation configuration: {"Number of bits":"64bits"}. This record does not assert independent reproduction. ### SpH Precision: 0.6045. Result ID: 698dfdb2ffc3901de099fae4. [Reporting paper]() Recorded evaluation configuration: {"Number of bits":"128bits"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.