# Emotion Recognition in Conversation on IEMOCAP Source: [Emotion Recognition in Conversation on IEMOCAP]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:43:46.093Z Evaluation of Emotion Recognition in Conversation performance on the IEMOCAP dataset, reporting F-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 | Emotion Recognition in Conversation | | Dataset (including any stated split) | IEMOCAP | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | DAG-ERC | 68.03 | Not recorded | 68fa6ad31e209131cea2a93a | | RGAT | 66.36 | Not recorded | 68fa6ad31e209131cea2a93a | | DialogXL | 65.94 | Not recorded | 68fa6ad31e209131cea2a93a | | RGAT | 65.22 | Not recorded | 68fa6ad31e209131cea2a93a | | DialogueGCN | 64.91 | Not recorded | 68fa6ad31e209131cea2a93a | | DialogueRNN | 64.76 | Not recorded | 68fa6ad31e209131cea2a93a | | DAGNN | 64.61 | Not recorded | 68fa6ad31e209131cea2a93a | | DialogueGCN | 64.18 | Not recorded | 68fa6ad31e209131cea2a93a | | RoBERTa | 63.38 | Not recorded | 68fa6ad31e209131cea2a93a | | COSMIC | 63.05 | Not recorded | 68fa6ad31e209131cea2a93a | | DialogueRNN | 62.75 | Not recorded | 68fa6ad31e209131cea2a93a | | DialogueRNN | 59.8 | Not recorded | 68fa67991e209131cea17557 | | KET | 59.56 | Not recorded | 68fa6ad31e209131cea2a93a | | TL-ERC | 58.8 | Not recorded | 68fa67991e209131cea17557 | | c-LSTM + Att | 56.1 | Not recorded | 68fa67991e209131cea17557 | | CMN | 56.1 | Not recorded | 68fa67991e209131cea17557 | | Memnet | 55.1 | Not recorded | 68fa67991e209131cea17557 | | c-LSTM | 54.9 | Not recorded | 68fa67991e209131cea17557 | | CNN | 48.1 | Not recorded | 68fa67991e209131cea17557 | ### DAG-ERC F1 Score: 68.03. Result ID: 699ad5a55698665ec464ebe2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RGAT F1 Score: 66.36. Result ID: 699ad5a55698665ec464ebdf. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"RoBERTa"}. This record does not assert independent reproduction. ### DialogXL F1 Score: 65.94. Result ID: 699ad5a55698665ec464ebdb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RGAT F1 Score: 65.22. Result ID: 699ad5a55698665ec464ebde. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DialogueGCN F1 Score: 64.91. Result ID: 699ad5a55698665ec464ebdd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"RoBERTa"}. This record does not assert independent reproduction. ### DialogueRNN F1 Score: 64.76. Result ID: 699ad5a55698665ec464ebd8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"RoBERTa"}. This record does not assert independent reproduction. ### DAGNN F1 Score: 64.61. Result ID: 699ad5a55698665ec464ebe1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DialogueGCN F1 Score: 64.18. Result ID: 699ad5a55698665ec464ebdc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RoBERTa F1 Score: 63.38. Result ID: 699ad5a55698665ec464ebe0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### COSMIC F1 Score: 63.05. Result ID: 699ad5a55698665ec464ebd9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DialogueRNN F1 Score: 62.75. Result ID: 699ad5a55698665ec464ebd7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DialogueRNN F1 Score: 59.8. Result ID: 698d3d478b517eb433200748. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KET F1 Score: 59.56. Result ID: 699ad5a55698665ec464ebda. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TL-ERC F1 Score: 58.8. Result ID: 698d3d478b517eb433200749. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### c-LSTM + Att F1 Score: 56.1. Result ID: 698d3d478b517eb433200746. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMN F1 Score: 56.1. Result ID: 698d3d478b517eb433200747. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Memnet F1 Score: 55.1. Result ID: 698d3d478b517eb433200744. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### c-LSTM F1 Score: 54.9. Result ID: 698d3d478b517eb433200745. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN F1 Score: 48.1. Result ID: 698d3d478b517eb433200743. [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.