# Emotion Recognition on EMER 3-class (test) Source: [Emotion Recognition on EMER 3-class (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:22.818Z Evaluation of Emotion Recognition performance on the test split of the EMER 3-class dataset, reporting metrics such as Weighted Accuracy (WAR), Unweighted Accuracy (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 | Emotional 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 | 59.28 | Not recorded | 6944dc19423ea42265729b6b | | NORM-TR | 59.13 | Not recorded | 6944dc19423ea42265729b6b | | LMF | 58.78 | Not recorded | 6944dc19423ea42265729b6b | | TMT | 58.72 | Not recorded | 6944dc19423ea42265729b6b | | ResNet LSTM | 57.78 | Not recorded | 6944dc19423ea42265729b6b | | MulT | 57.33 | Not recorded | 6944dc19423ea42265729b6b | | ResNet Transformer | 56.75 | Not recorded | 6944dc19423ea42265729b6b | | MMIM | 55.94 | Not recorded | 6944dc19423ea42265729b6b | | TMC | 54.83 | Not recorded | 6944dc19423ea42265729b6b | | Self MM | 54.08 | Not recorded | 6944dc19423ea42265729b6b | | TAILOR | 52.98 | Not recorded | 6944dc19423ea42265729b6b | | MMA-DFER | 52.92 | Not recorded | 6944dc19423ea42265729b6b | | C3D Transformer | 52.51 | Not recorded | 6944dc19423ea42265729b6b | ### EMERT WAR: 59.28. Result ID: 699830d35698665ec48c18eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NORM-TR WAR: 59.13. Result ID: 699830d35698665ec48c18ea. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LMF WAR: 58.78. Result ID: 699830d35698665ec48c18e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TMT WAR: 58.72. Result ID: 699830d35698665ec48c18e8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResNet LSTM WAR: 57.78. Result ID: 699830d35698665ec48c18e3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MulT WAR: 57.33. Result ID: 699830d35698665ec48c18e1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ResNet Transformer WAR: 56.75. Result ID: 699830d35698665ec48c18e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMIM WAR: 55.94. Result ID: 699830d35698665ec48c18e7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TMC WAR: 54.83. Result ID: 699830d35698665ec48c18df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Self MM WAR: 54.08. Result ID: 699830d35698665ec48c18e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TAILOR WAR: 52.98. Result ID: 699830d35698665ec48c18e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMA-DFER WAR: 52.92. Result ID: 699830d35698665ec48c18e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### C3D Transformer WAR: 52.51. Result ID: 699830d35698665ec48c18e5. [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.