# Emotion Recognition in Conversation on IEMOCAP 1.0 (test) Source: [Emotion Recognition in Conversation on IEMOCAP 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:48.270Z Evaluation of Emotion Recognition in Conversation performance on the test split of the IEMOCAP 1.0 dataset, reporting Weighted 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 | Emotion Recognition in Conversation | | Dataset (including any stated split) | IEMOCAP 1.0 (test) | | Metric | Weighted F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [Weighted F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Weighted F1 Score | Result date | Report paper | | --- | --- | --- | --- | | EmoBERTa | 68.57 | Not recorded | 68fa6a971e209131cea29275 | | EmoBERTa | 67.42 | Not recorded | 68fa6a971e209131cea29275 | | CESTa | 67.1 | Not recorded | 68fa6a971e209131cea29275 | | SumAggGIN | 66.61 | Not recorded | 68fa6a971e209131cea29275 | | EmoBERTa | 66.56 | Not recorded | 68fa6a971e209131cea29275 | | DialogXL | 65.94 | Not recorded | 68fa6a971e209131cea29275 | | COSMIC | 65.28 | Not recorded | 68fa6a971e209131cea29275 | | RGAT | 65.22 | Not recorded | 68fa6a971e209131cea29275 | | BiERU-lc | 64.65 | Not recorded | 68fa6a971e209131cea29275 | | HiTrans | 64.5 | Not recorded | 68fa6a971e209131cea29275 | | Iterative | 64.37 | Not recorded | 68fa6a971e209131cea29275 | | DialogueGCN | 64.18 | Not recorded | 68fa6a971e209131cea29275 | | EmoBERTa | 64.02 | Not recorded | 68fa6a971e209131cea29275 | | BiF-AGRU | 63.5 | Not recorded | 68fa6a971e209131cea29275 | | KET | 59.56 | Not recorded | 68fa6a971e209131cea29275 | | VHRED | 58.6 | Not recorded | 68fa6a971e209131cea29275 | | EmoBERTa | 56.09 | Not recorded | 68fa6a971e209131cea29275 | ### EmoBERTa Weighted F1 Score: 68.57. Result ID: 699ac4815698665ec452c6c3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"contextual utterances":"only past"}. This record does not assert independent reproduction. ### EmoBERTa Weighted F1 Score: 67.42. Result ID: 699ac4815698665ec452c6c5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"contextual utterances":"both past and future"}. This record does not assert independent reproduction. ### CESTa Weighted F1 Score: 67.1. Result ID: 699ac4815698665ec452c6b9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SumAggGIN Weighted F1 Score: 66.61. Result ID: 699ac4815698665ec452c6bb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EmoBERTa Weighted F1 Score: 66.56. Result ID: 699ac4815698665ec452c6c4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"contextual utterances":"only future"}. This record does not assert independent reproduction. ### DialogXL Weighted F1 Score: 65.94. Result ID: 699ac4815698665ec452c6c1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### COSMIC Weighted F1 Score: 65.28. Result ID: 699ac4815698665ec452c6bc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RGAT Weighted F1 Score: 65.22. Result ID: 699ac4815698665ec452c6b8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BiERU-lc Weighted F1 Score: 64.65. Result ID: 699ac4815698665ec452c6b6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HiTrans Weighted F1 Score: 64.5. Result ID: 699ac4815698665ec452c6c0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Iterative Weighted F1 Score: 64.37. Result ID: 699ac4815698665ec452c6bf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DialogueGCN Weighted F1 Score: 64.18. Result ID: 699ac4815698665ec452c6b7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EmoBERTa Weighted F1 Score: 64.02. Result ID: 699ac4815698665ec452c6c6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"contextual utterances":"both past and future","speaker names inclusion":false}. This record does not assert independent reproduction. ### BiF-AGRU Weighted F1 Score: 63.5. Result ID: 699ac4815698665ec452c6be. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KET Weighted F1 Score: 59.56. Result ID: 699ac4815698665ec452c6bd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VHRED Weighted F1 Score: 58.6. Result ID: 699ac4815698665ec452c6ba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EmoBERTa Weighted F1 Score: 56.09. Result ID: 699ac4815698665ec452c6c2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"contextual utterances":"none"}. This record does not assert independent reproduction. 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