# Overlapping Mention Recognition on GENIA (standard) Source: [Overlapping Mention Recognition on GENIA (standard)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:13.781Z Evaluation of Overlapping Mention Recognition performance on the GENIA dataset (standard configuration), typically measured using Precision, Recall, and F1 scores. 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 | Overlapping Mention Recognition | | Dataset (including any stated split) | GENIA (standard) | | Metric | Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | Katiyar and Cardie (2018) | 79.8 | Not recorded | 68fa64e51e209131cea0737c | | Ju et al. (2018) | 78.5 | Not recorded | 68fa64e51e209131cea0737c | | Wang et al. (2018) | 78 | Not recorded | 68fa64e51e209131cea0737c | | CRF (LINEAR) | 77.1 | Not recorded | 68fa64e51e209131cea0737c | | SH | 77 | Not recorded | 68fa64e51e209131cea0737c | | SH | 77 | Not recorded | 68fa64e51e209131cea0737c | | SH | 76.8 | Not recorded | 68fa64e51e209131cea0737c | | SH | 76.6 | Not recorded | 68fa64e51e209131cea0737c | | SH | 76.2 | Not recorded | 68fa64e51e209131cea0737c | | SH | 76.1 | Not recorded | 68fa64e51e209131cea0737c | | CRF (CASCADED) | 75.9 | Not recorded | 68fa64e51e209131cea0737c | | Finkel and Manning (2009) | 75.4 | Not recorded | 68fa64e51e209131cea0737c | | Muis and Lu (2017) | 75.4 | Not recorded | 68fa64e51e209131cea0737c | | Semi-CRF | 74.5 | Not recorded | 68fa64e51e209131cea0737c | | Semi-CRF | 74.2 | Not recorded | 68fa64e51e209131cea0737c | | Lu and Roth (2015) | 74.2 | Not recorded | 68fa64e51e209131cea0737c | | FOFE | 71.2 | Not recorded | 68fa64e51e209131cea0737c | | FOFE | 63.2 | Not recorded | 68fa64e51e209131cea0737c | ### Katiyar and Cardie (2018) Precision: 79.8. Result ID: 698c93490b614d12cff1b114. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Neural"}. This record does not assert independent reproduction. ### Ju et al. (2018) Precision: 78.5. Result ID: 698c93490b614d12cff1b115. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Neural"}. This record does not assert independent reproduction. ### Wang et al. (2018) Precision: 78. Result ID: 698c93490b614d12cff1b116. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Neural"}. This record does not assert independent reproduction. ### CRF (LINEAR) Precision: 77.1. Result ID: 698c93490b614d12cff1b109. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Non-Neural"}. This record does not assert independent reproduction. ### SH Precision: 77. Result ID: 698c93490b614d12cff1b110. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Non-Neural","c":"6"}. This record does not assert independent reproduction. ### SH Precision: 77. Result ID: 698c93490b614d12cff1b11a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Neural","c":"n","char":true}. This record does not assert independent reproduction. ### SH Precision: 76.8. Result ID: 698c93490b614d12cff1b118. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Neural","c":"6","char":true}. This record does not assert independent reproduction. ### SH Precision: 76.6. Result ID: 698c93490b614d12cff1b117. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Neural","c":"6"}. This record does not assert independent reproduction. ### SH Precision: 76.2. Result ID: 698c93490b614d12cff1b111. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Non-Neural","c":"n"}. This record does not assert independent reproduction. ### SH Precision: 76.1. Result ID: 698c93490b614d12cff1b119. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"Neural","c":"n"}. This record does not assert independent reproduction. ### CRF (CASCADED) Precision: 75.9. Result ID: 698c93490b614d12cff1b10a. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Non-Neural"}. This record does not assert independent reproduction. ### Finkel and Manning (2009) Precision: 75.4. Result ID: 698c93490b614d12cff1b10d. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Non-Neural"}. This record does not assert independent reproduction. ### Muis and Lu (2017) Precision: 75.4. Result ID: 698c93490b614d12cff1b10f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"Non-Neural"}. This record does not assert independent reproduction. ### Semi-CRF Precision: 74.5. Result ID: 698c93490b614d12cff1b10b. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Non-Neural","c":"6"}. This record does not assert independent reproduction. ### Semi-CRF Precision: 74.2. Result ID: 698c93490b614d12cff1b10c. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Non-Neural","c":"n"}. This record does not assert independent reproduction. ### Lu and Roth (2015) Precision: 74.2. Result ID: 698c93490b614d12cff1b10e. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Non-Neural"}. This record does not assert independent reproduction. ### FOFE Precision: 71.2. Result ID: 698c93490b614d12cff1b112. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Neural","c":"6"}. This record does not assert independent reproduction. ### FOFE Precision: 63.2. Result ID: 698c93490b614d12cff1b113. [Reporting paper]() Recorded evaluation configuration: {"Architecture":"Neural","c":"n"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.