# Facial Expression Recognition on EMER 7-class (test) Source: [Facial Expression Recognition on EMER 7-class (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:22.853Z Evaluation of Facial Expression Recognition performance on the test split of the 7-class configuration of the EMER dataset, typically measured by Weighted Accuracy Rate (WAR), Unweighted Accuracy Rate (UAR), and 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 | Facial Expression Recognition | | Dataset (including any stated split) | EMER 7-class (test) | | Metric | WAR | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [WAR](): Higher is better; unit: PERCENT. - [UAR](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | WAR | Result date | Report paper | | --- | --- | --- | --- | | EMERT | 51.18 | Not recorded | 6944dc19423ea42265729b6b | | NORM-TR | 50.8 | Not recorded | 6944dc19423ea42265729b6b | | TMT | 50.28 | Not recorded | 6944dc19423ea42265729b6b | | TMC | 49.64 | Not recorded | 6944dc19423ea42265729b6b | | Self MM | 49.58 | Not recorded | 6944dc19423ea42265729b6b | | LMF | 49.34 | Not recorded | 6944dc19423ea42265729b6b | | TAILOR | 48.9 | Not recorded | 6944dc19423ea42265729b6b | | MulT | 48.83 | Not recorded | 6944dc19423ea42265729b6b | | MMIM | 48.61 | Not recorded | 6944dc19423ea42265729b6b | | MMA-DFER | 48.54 | Not recorded | 6944dc19423ea42265729b6b | | ResNet LSTM | 47.83 | Not recorded | 6944dc19423ea42265729b6b | | ResNet Transformer | 47.33 | Not recorded | 6944dc19423ea42265729b6b | | C3D Transformer | 42.5 | Not recorded | 6944dc19423ea42265729b6b | ### EMERT WAR: 51.18. Result ID: 699830d35698665ec48c1912. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NORM-TR WAR: 50.8. Result ID: 699830d35698665ec48c1911. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TMT WAR: 50.28. Result ID: 699830d35698665ec48c190f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TMC WAR: 49.64. Result ID: 699830d35698665ec48c1906. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Self MM WAR: 49.58. Result ID: 699830d35698665ec48c190d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LMF WAR: 49.34. Result ID: 699830d35698665ec48c1909. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TAILOR WAR: 48.9. Result ID: 699830d35698665ec48c1907. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MulT WAR: 48.83. Result ID: 699830d35698665ec48c1908. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMIM WAR: 48.61. Result ID: 699830d35698665ec48c190e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMA-DFER WAR: 48.54. Result ID: 699830d35698665ec48c1910. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResNet LSTM WAR: 47.83. Result ID: 699830d35698665ec48c190a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResNet Transformer WAR: 47.33. Result ID: 699830d35698665ec48c190b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### C3D Transformer WAR: 42.5. Result ID: 699830d35698665ec48c190c. [Reporting paper]() [Method origin paper]() [Implementation]() 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.