# Semantic Question Similarity on NSURL Task 8 (test 70% private) Source: [Semantic Question Similarity on NSURL Task 8 (test 70% private)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:43:01.773Z Evaluation of Semantic Question Similarity performance on the specified test split (70% private) of the NSURL Task 8 dataset, measured using 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 | Semantic Question Similarity | | Dataset (including any stated split) | NSURL Task 8 Arabic Semantic Question Similarity 1.0 (test 70% private) | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 | | --- | --- | --- | --- | | BERT Ensemble | 96.232 | Not recorded | 68fa676c1e209131cea16083 | | BERT Ensemble | 96.155 | Not recorded | 68fa676c1e209131cea16083 | | BERT Ensemble | 96.001 | Not recorded | 68fa676c1e209131cea16083 | | BERT Ensemble | 95.924 | Not recorded | 68fa676c1e209131cea16083 | | BERT Model | 95.617 | Not recorded | 68fa676c1e209131cea16083 | | CNN Model | 88.773 | Not recorded | 68fa676c1e209131cea16083 | | RNN Model | 88.312 | Not recorded | 68fa676c1e209131cea16083 | | Multi-Head Attention Model | 87.889 | Not recorded | 68fa676c1e209131cea16083 | ### BERT Ensemble F1 Score: 96.232. Result ID: 698d33868b517eb4331fc1a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of seeds":"5"}. This record does not assert independent reproduction. ### BERT Ensemble F1 Score: 96.155. Result ID: 698d33868b517eb4331fc1a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of seeds":"3"}. This record does not assert independent reproduction. ### BERT Ensemble F1 Score: 96.001. Result ID: 698d33868b517eb4331fc1a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of seeds":"6"}. This record does not assert independent reproduction. ### BERT Ensemble F1 Score: 95.924. Result ID: 698d33868b517eb4331fc1a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"number of seeds":"4"}. This record does not assert independent reproduction. ### BERT Model F1 Score: 95.617. Result ID: 698d33868b517eb4331fc1a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN Model F1 Score: 88.773. Result ID: 698d33868b517eb4331fc1a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RNN Model F1 Score: 88.312. Result ID: 698d33868b517eb4331fc1a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Multi-Head Attention Model F1 Score: 87.889. Result ID: 698d33868b517eb4331fc1a2. [Reporting paper]() [Method origin 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.