# Utterance Analysis on Toronto NeuroFace Only Audio (test) Source: [Utterance Analysis on Toronto NeuroFace Only Audio (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:32:42.907Z Evaluation of Utterance Analysis performance on the test split of the Toronto NeuroFace Only Audio 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 Only Audio (test) | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [R Score](): Lower is better; unit: SCALAR. - [M Score](): Lower is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DIVINE | 84.34 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 84.03 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 83.71 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 83.67 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 83.61 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 82.26 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 82.24 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 82.24 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 82.23 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 82.1 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 81.44 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 81.19 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 80.71 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 80.55 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 80.43 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 78.29 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 77.95 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 77.07 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 77.04 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 76.98 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 76.97 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 76.94 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 76.86 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 76.77 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 76.63 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 76.54 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 76.45 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 75.3 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 74.79 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 74.77 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 74.75 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 74.72 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 74.66 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 74.57 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 74.22 | Not recorded | 6965d1ad6343fa78c832386e | | DIVINE | 73.21 | Not recorded | 6965d1ad6343fa78c832386e | ### DIVINE Accuracy: 84.34. Result ID: 699a16025698665ec49a2c1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 84.03. Result ID: 699a16025698665ec49a2c0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 83.71. Result ID: 699a16025698665ec49a2c0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 83.67. Result ID: 699a16025698665ec49a2c07. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 83.61. Result ID: 699a16025698665ec49a2c09. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 82.26. Result ID: 699a16025698665ec49a2c20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 82.24. Result ID: 699a16025698665ec49a2c15. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 82.24. Result ID: 699a16025698665ec49a2c19. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 82.23. Result ID: 699a16025698665ec49a2c1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 82.1. Result ID: 699a16025698665ec49a2c25. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 81.44. Result ID: 699a16025698665ec49a2c13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"XV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 81.19. Result ID: 699a16025698665ec49a2c26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 80.71. Result ID: 699a16025698665ec49a2c18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 80.55. Result ID: 699a16025698665ec49a2c06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 80.43. Result ID: 699a16025698665ec49a2c27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 78.29. Result ID: 699a16025698665ec49a2c12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 77.95. Result ID: 699a16025698665ec49a2c21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"TR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 77.07. Result ID: 699a16025698665ec49a2c0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 77.04. Result ID: 699a16025698665ec49a2c1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"W2"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 76.98. Result ID: 699a16025698665ec49a2c0c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 76.97. Result ID: 699a16025698665ec49a2c1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 76.94. Result ID: 699a16025698665ec49a2c23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"W2"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 76.86. Result ID: 699a16025698665ec49a2c1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 76.77. Result ID: 699a16025698665ec49a2c24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"WR"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 76.63. Result ID: 699a16025698665ec49a2c08. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 76.54. Result ID: 699a16025698665ec49a2c04. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 76.45. Result ID: 699a16025698665ec49a2c16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 75.3. Result ID: 699a16025698665ec49a2c0b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"W2"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 74.79. Result ID: 699a16025698665ec49a2c05. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"Vi","SFM":"W2"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 74.77. Result ID: 699a16025698665ec49a2c1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"KI","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 74.75. Result ID: 699a16025698665ec49a2c0a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"V2","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 74.72. Result ID: 699a16025698665ec49a2c17. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"DS","SFM":"W2"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 74.66. Result ID: 699a16025698665ec49a2c14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"HT"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 74.57. Result ID: 699a16025698665ec49a2c22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"TA","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 74.22. Result ID: 699a16025698665ec49a2c10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"WV"}. This record does not assert independent reproduction. ### DIVINE Accuracy: 73.21. Result ID: 699a16025698665ec49a2c11. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"VFM":"VV","SFM":"W2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.