# Facial Expression Recognition on EMER 3-class (test) Source: [Facial Expression Recognition on EMER 3-class (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:22.834Z Evaluation of Facial Expression Recognition performance on the test split of the EMER 3-class 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 3-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 | 68.1 | Not recorded | 6944dc19423ea42265729b6b | | MMIM | 68.05 | Not recorded | 6944dc19423ea42265729b6b | | ResNet LSTM | 67.24 | Not recorded | 6944dc19423ea42265729b6b | | TMT | 67.14 | Not recorded | 6944dc19423ea42265729b6b | | NORM-TR | 66.92 | Not recorded | 6944dc19423ea42265729b6b | | LMF | 66.9 | Not recorded | 6944dc19423ea42265729b6b | | MulT | 64.94 | Not recorded | 6944dc19423ea42265729b6b | | TAILOR | 63.91 | Not recorded | 6944dc19423ea42265729b6b | | Self MM | 61.51 | Not recorded | 6944dc19423ea42265729b6b | | ResNet Transformer | 61.01 | Not recorded | 6944dc19423ea42265729b6b | | C3D Transformer | 59.67 | Not recorded | 6944dc19423ea42265729b6b | | MMA-DFER | 59.43 | Not recorded | 6944dc19423ea42265729b6b | | TMC | 54.56 | Not recorded | 6944dc19423ea42265729b6b | ### EMERT WAR: 68.1. Result ID: 699830d35698665ec48c18f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMIM WAR: 68.05. Result ID: 699830d35698665ec48c18f4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResNet LSTM WAR: 67.24. Result ID: 699830d35698665ec48c18f0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TMT WAR: 67.14. Result ID: 699830d35698665ec48c18f5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NORM-TR WAR: 66.92. Result ID: 699830d35698665ec48c18f7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LMF WAR: 66.9. Result ID: 699830d35698665ec48c18ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MulT WAR: 64.94. Result ID: 699830d35698665ec48c18ee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TAILOR WAR: 63.91. Result ID: 699830d35698665ec48c18ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Self MM WAR: 61.51. Result ID: 699830d35698665ec48c18f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResNet Transformer WAR: 61.01. Result ID: 699830d35698665ec48c18f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### C3D Transformer WAR: 59.67. Result ID: 699830d35698665ec48c18f2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMA-DFER WAR: 59.43. Result ID: 699830d35698665ec48c18f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TMC WAR: 54.56. Result ID: 699830d35698665ec48c18ec. [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.