# Emotion Recognition in Conversation on SEMAINE Source: [Emotion Recognition in Conversation on SEMAINE]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:32.607Z Evaluation of Emotion Recognition in Conversation performance on the SEMAINE dataset, reporting dimension scores (DV, DA, DP, DE). 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) | SEMAINE | | Metric | DV (r) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [DV (r)](): Higher is better; unit: SCALAR. - [DA (r)](): Higher is better; unit: SCALAR. - [DP (r)](): Higher is better; unit: SCALAR. - [DE (r)](): Higher is better; unit: SCALAR. - [Expectancy Score](): Higher is better; unit: SCALAR. - [Power Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | DV (r) | Result date | Report paper | | --- | --- | --- | --- | | TL-ERC | 0.66 | Not recorded | 68fa67991e209131cea17557 | | TextCNN | 0.545 | Not recorded | 68fa6a1d1e209131cea25fe8 | | DialogueRNN | 0.28 | Not recorded | 68fa67991e209131cea17557 | | CMN | 0.23 | Not recorded | 68fa67991e209131cea17557 | | Memnet | 0.202 | Not recorded | 68fa6a1d1e209131cea25fe8 | | CMN | 0.192 | Not recorded | 68fa6a1d1e209131cea25fe8 | | bc-LSTM+Att | 0.189 | Not recorded | 68fa6a1d1e209131cea25fe8 | | ICON | 0.18 | Not recorded | 68fa6a1d1e209131cea25fe8 | | DialogueGCN | 0.176 | Not recorded | 68fa6a1d1e209131cea25fe8 | | DialogueRNN | 0.175 | Not recorded | 68fa6a1d1e209131cea25fe8 | | DialogueCRN | 0.173 | Not recorded | 68fa6a1d1e209131cea25fe8 | | Memnet | 0.16 | Not recorded | 68fa67991e209131cea17557 | | c-LSTM + Att | 0.16 | Not recorded | 68fa67991e209131cea17557 | | c-LSTM | 0.14 | Not recorded | 68fa67991e209131cea17557 | | CNN | -0.01 | Not recorded | 68fa67991e209131cea17557 | ### TL-ERC DV (r): 0.66. Result ID: 698d3d478b517eb433200750. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TextCNN DV (r): 0.545. Result ID: 698e0ea5ffc3901de09a7308. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DialogueRNN DV (r): 0.28. Result ID: 698d3d478b517eb43320074f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMN DV (r): 0.23. Result ID: 698d3d478b517eb43320074e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Memnet DV (r): 0.202. Result ID: 698e0ea5ffc3901de09a7309. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMN DV (r): 0.192. Result ID: 698e0ea5ffc3901de09a730b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### bc-LSTM+Att DV (r): 0.189. Result ID: 698e0ea5ffc3901de09a730a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ICON DV (r): 0.18. Result ID: 698e0ea5ffc3901de09a730c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DialogueGCN DV (r): 0.176. Result ID: 698e0ea5ffc3901de09a730e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DialogueRNN DV (r): 0.175. Result ID: 698e0ea5ffc3901de09a730d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DialogueCRN DV (r): 0.173. Result ID: 698e0ea5ffc3901de09a730f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Memnet DV (r): 0.16. Result ID: 698d3d478b517eb43320074b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### c-LSTM + Att DV (r): 0.16. Result ID: 698d3d478b517eb43320074d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### c-LSTM DV (r): 0.14. Result ID: 698d3d478b517eb43320074c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN DV (r): -0.01. Result ID: 698d3d478b517eb43320074a. [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.