# Utterance Analysis on Toronto NeuroFace (Speech Videos) (test) Source: [Utterance Analysis on Toronto NeuroFace (Speech Videos) (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:22:10.574Z Evaluation of Utterance Analysis performance on the test split of the Toronto NeuroFace (Speech Videos) dataset, measured using metrics A, F1, R, and M. 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 | Utterance Analysis | | Dataset (including any stated split) | Toronto NeuroFace (Speech Videos) (test) | | Metric | A | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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 - [A](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [R Score](): Higher is better; unit: SCALAR. - [M Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | A | Result date | Report paper | | --- | --- | --- | --- | | DIVINE | 0.9826 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9641 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9556 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9548 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9516 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9451 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9383 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9347 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.932 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9306 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9299 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9135 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.9111 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8985 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8948 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8945 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8863 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8854 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8839 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8804 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8789 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8725 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8719 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8699 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8611 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8607 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8599 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8548 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8523 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8497 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8435 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8372 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8326 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8288 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8214 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 0.8122 | Not recorded | 6965d1ad6343fa78c832386e | ### DIVINE A: 0.9826. Result ID: 699a16025698665ec49a2bd3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE A: 0.9641. Result ID: 699a16025698665ec49a2bc5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE A: 0.9556. Result ID: 699a16025698665ec49a2bd1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE A: 0.9548. Result ID: 699a16025698665ec49a2bd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE A: 0.9516. Result ID: 699a16025698665ec49a2bc7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE A: 0.9451. Result ID: 699a16025698665ec49a2bc1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE A: 0.9383. Result ID: 699a16025698665ec49a2bce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE A: 0.9347. Result ID: 699a16025698665ec49a2bcd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE A: 0.932. Result ID: 699a16025698665ec49a2bdf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE A: 0.9306. Result ID: 699a16025698665ec49a2bbf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE A: 0.9299. Result ID: 699a16025698665ec49a2bd2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE A: 0.9135. Result ID: 699a16025698665ec49a2bcb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE A: 0.9111. Result ID: 699a16025698665ec49a2bcf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"W2"}. This record does not assert independent reproduction. ### DIVINE A: 0.8985. Result ID: 699a16025698665ec49a2bc6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE A: 0.8948. Result ID: 699a16025698665ec49a2bc4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE A: 0.8945. Result ID: 699a16025698665ec49a2bbe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE A: 0.8863. Result ID: 699a16025698665ec49a2bdd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE A: 0.8854. Result ID: 699a16025698665ec49a2bc3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"W2"}. This record does not assert independent reproduction. ### DIVINE A: 0.8839. Result ID: 699a16025698665ec49a2bd9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE A: 0.8804. Result ID: 699a16025698665ec49a2bc2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE A: 0.8789. Result ID: 699a16025698665ec49a2bca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE A: 0.8725. Result ID: 699a16025698665ec49a2bc0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE A: 0.8719. Result ID: 699a16025698665ec49a2bd7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE A: 0.8699. Result ID: 699a16025698665ec49a2bbc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE A: 0.8611. Result ID: 699a16025698665ec49a2bcc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE A: 0.8607. Result ID: 699a16025698665ec49a2bd6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE A: 0.8599. Result ID: 699a16025698665ec49a2bdc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE A: 0.8548. Result ID: 699a16025698665ec49a2bc8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE A: 0.8523. Result ID: 699a16025698665ec49a2bbd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"W2"}. This record does not assert independent reproduction. ### DIVINE A: 0.8497. Result ID: 699a16025698665ec49a2bda. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE A: 0.8435. Result ID: 699a16025698665ec49a2bde. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE A: 0.8372. Result ID: 699a16025698665ec49a2bc9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"W2"}. This record does not assert independent reproduction. ### DIVINE A: 0.8326. Result ID: 699a16025698665ec49a2bd4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE A: 0.8288. Result ID: 699a16025698665ec49a2bdb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"W2"}. This record does not assert independent reproduction. ### DIVINE A: 0.8214. Result ID: 699a16025698665ec49a2bd8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE A: 0.8122. Result ID: 699a16025698665ec49a2bd5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"W2"}. 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