# Word Sense Disambiguation on SemEval Task 13 2015 (F1-score) Source: [Word Sense Disambiguation on SemEval Task 13 2015 (F1-score)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:58.407Z Evaluation of Word Sense Disambiguation performance on the SemEval Task 13 2015 dataset, specifically reporting the F1-score. 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 | Word Sense Disambiguation | | Dataset (including any stated split) | SemEval Task 13 2015 | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | GASext | 72.6 | Not recorded | 68fa649e1e209131cea05a04 | | Bi-LSTM+att.+LEX | 72.4 | Not recorded | 68fa649e1e209131cea05a04 | | GASext | 72.1 | Not recorded | 68fa649e1e209131cea05a04 | | GAS | 71.8 | Not recorded | 68fa649e1e209131cea05a04 | | GAS | 71.6 | Not recorded | 68fa649e1e209131cea05a04 | | IMS+emb | 71.5 | Not recorded | 68fa649e1e209131cea05a04 | | Bi-LSTM+att.+LEX+POS | 71.5 | Not recorded | 68fa649e1e209131cea05a04 | | Babelfy | 70.3 | Not recorded | 68fa649e1e209131cea05a04 | | IMS | 69.5 | Not recorded | 68fa649e1e209131cea05a04 | | Bi-LSTM | 68.3 | Not recorded | 68fa649e1e209131cea05a04 | | MFS baseline | 67.1 | Not recorded | 68fa649e1e209131cea05a04 | | Leskext+emb | 64.6 | Not recorded | 68fa649e1e209131cea05a04 | ### GASext F1 Score: 72.6. Result ID: 698c4f1b37894ef7d9cd6935. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Composition method":"Concatenation","External Knowledge":true}. This record does not assert independent reproduction. ### Bi-LSTM+att.+LEX F1 Score: 72.4. Result ID: 698c4f1b37894ef7d9cd6930. [Reporting paper]() Recorded evaluation configuration: {"External Knowledge":true}. This record does not assert independent reproduction. ### GASext F1 Score: 72.1. Result ID: 698c4f1b37894ef7d9cd6934. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Composition method":"Linear","External Knowledge":true}. This record does not assert independent reproduction. ### GAS F1 Score: 71.8. Result ID: 698c4f1b37894ef7d9cd6933. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Composition method":"Concatenation","External Knowledge":true}. This record does not assert independent reproduction. ### GAS F1 Score: 71.6. Result ID: 698c4f1b37894ef7d9cd6932. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Composition method":"Linear","External Knowledge":true}. This record does not assert independent reproduction. ### IMS+emb F1 Score: 71.5. Result ID: 698c4f1b37894ef7d9cd692e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Bi-LSTM+att.+LEX+POS F1 Score: 71.5. Result ID: 698c4f1b37894ef7d9cd6931. [Reporting paper]() Recorded evaluation configuration: {"External Knowledge":true}. This record does not assert independent reproduction. ### Babelfy F1 Score: 70.3. Result ID: 698c4f1b37894ef7d9cd692c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IMS F1 Score: 69.5. Result ID: 698c4f1b37894ef7d9cd692d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Bi-LSTM F1 Score: 68.3. Result ID: 698c4f1b37894ef7d9cd692f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MFS baseline F1 Score: 67.1. Result ID: 698c4f1b37894ef7d9cd692a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Leskext+emb F1 Score: 64.6. Result ID: 698c4f1b37894ef7d9cd692b. [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.