# Speech Emotion Recognition on IEMOCAP Speaker-Independent (test) Source: [Speech Emotion Recognition on IEMOCAP Speaker-Independent (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:21.517Z Evaluation of Speech Emotion Recognition performance on the speaker-independent test split of the IEMOCAP dataset, reporting Weighted Accuracy (WA). 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 | Speech Emotion Recognition | | Dataset (including any stated split) | IEMOCAP Speaker-Independent (test) | | Metric | WA | | 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 - [WA](): Higher is better; unit: PERCENT. ## Recorded results | Method | WA | Result date | Report paper | | --- | --- | --- | --- | | PF-hbt-large | 73.01 | Not recorded | 68fa6d901e209131cea3aab8 | | PF-hbt-large-960h | 72.98 | Not recorded | 68fa6d901e209131cea3aab8 | | EF-hbt-large-960h | 72.71 | Not recorded | 68fa6d901e209131cea3aab8 | | EF-hbt-large | 72.31 | Not recorded | 68fa6d901e209131cea3aab8 | | Attention Pooling | 71.75 | Not recorded | 68fa6d901e209131cea3aab8 | | PF-w2v-large | 70.99 | Not recorded | 68fa6d901e209131cea3aab8 | | EF-w2v-large | 70.96 | Not recorded | 68fa6d901e209131cea3aab8 | | EF-w2v-base | 70.75 | Not recorded | 68fa6d901e209131cea3aab8 | | PF-w2v-base | 70.21 | Not recorded | 68fa6d901e209131cea3aab8 | | EF-hbt-base | 69.83 | Not recorded | 68fa6d901e209131cea3aab8 | | PF-hbt-base | 69.68 | Not recorded | 68fa6d901e209131cea3aab8 | | PF-w2v-large-960h | 69.08 | Not recorded | 68fa6d901e209131cea3aab8 | | PF-w2v-base-960h | 68.34 | Not recorded | 68fa6d901e209131cea3aab8 | | EF-w2v-large-960h | 68.18 | Not recorded | 68fa6d901e209131cea3aab8 | | Frozen-hbt-large | 67.62 | Not recorded | 68fa6d901e209131cea3aab8 | | Frozen-w2v-large | 65.64 | Not recorded | 68fa6d901e209131cea3aab8 | | Frozen-hbt-base | 64.92 | Not recorded | 68fa6d901e209131cea3aab8 | | EF-w2v-base-960h | 64.2 | Not recorded | 68fa6d901e209131cea3aab8 | | Frozen-w2v-base | 63.43 | Not recorded | 68fa6d901e209131cea3aab8 | ### PF-hbt-large WA: 73.01. Result ID: 698fc0ae3a6c314849fb9bfa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Partial","Backbone architecture":"HuBERT","Model scale":"Large","ASR fine-tuning":"No"}. This record does not assert independent reproduction. ### PF-hbt-large-960h WA: 72.98. Result ID: 698fc0ae3a6c314849fb9bfc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Partial","Backbone architecture":"HuBERT","Model scale":"Large","ASR fine-tuning":"960h"}. This record does not assert independent reproduction. ### EF-hbt-large-960h WA: 72.71. Result ID: 698fc0ae3a6c314849fb9bfb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Entire","Backbone architecture":"HuBERT","Model scale":"Large","ASR fine-tuning":"960h"}. This record does not assert independent reproduction. ### EF-hbt-large WA: 72.31. Result ID: 698fc0ae3a6c314849fb9bf9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Entire","Backbone architecture":"HuBERT","Model scale":"Large","ASR fine-tuning":"No"}. This record does not assert independent reproduction. ### Attention Pooling WA: 71.75. Result ID: 698fc0ae3a6c314849fb9c01. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PF-w2v-large WA: 70.99. Result ID: 698fc0ae3a6c314849fb9bf4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Partial","Backbone architecture":"wav2vec 2.0","Model scale":"Large","ASR fine-tuning":"No"}. This record does not assert independent reproduction. ### EF-w2v-large WA: 70.96. Result ID: 698fc0ae3a6c314849fb9bf3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Entire","Backbone architecture":"wav2vec 2.0","Model scale":"Large","ASR fine-tuning":"No"}. This record does not assert independent reproduction. ### EF-w2v-base WA: 70.75. Result ID: 698fc0ae3a6c314849fb9bef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Entire","Backbone architecture":"wav2vec 2.0","Model scale":"Base","ASR fine-tuning":"No"}. This record does not assert independent reproduction. ### PF-w2v-base WA: 70.21. Result ID: 698fc0ae3a6c314849fb9bf0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Partial","Backbone architecture":"wav2vec 2.0","Model scale":"Base","ASR fine-tuning":"No"}. This record does not assert independent reproduction. ### EF-hbt-base WA: 69.83. Result ID: 698fc0ae3a6c314849fb9bf7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Entire","Backbone architecture":"HuBERT","Model scale":"Base","ASR fine-tuning":"No"}. This record does not assert independent reproduction. ### PF-hbt-base WA: 69.68. Result ID: 698fc0ae3a6c314849fb9bf8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Partial","Backbone architecture":"HuBERT","Model scale":"Base","ASR fine-tuning":"No"}. This record does not assert independent reproduction. ### PF-w2v-large-960h WA: 69.08. Result ID: 698fc0ae3a6c314849fb9bf6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Partial","Backbone architecture":"wav2vec 2.0","Model scale":"Large","ASR fine-tuning":"960h"}. This record does not assert independent reproduction. ### PF-w2v-base-960h WA: 68.34. Result ID: 698fc0ae3a6c314849fb9bf2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Partial","Backbone architecture":"wav2vec 2.0","Model scale":"Base","ASR fine-tuning":"960h"}. This record does not assert independent reproduction. ### EF-w2v-large-960h WA: 68.18. Result ID: 698fc0ae3a6c314849fb9bf5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Entire","Backbone architecture":"wav2vec 2.0","Model scale":"Large","ASR fine-tuning":"960h"}. This record does not assert independent reproduction. ### Frozen-hbt-large WA: 67.62. Result ID: 698fc0ae3a6c314849fb9c00. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning strategy":"Frozen","Backbone architecture":"HuBERT","Model scale":"Large"}. This record does not assert independent reproduction. ### Frozen-w2v-large WA: 65.64. Result ID: 698fc0ae3a6c314849fb9bfe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning strategy":"Frozen","Backbone architecture":"wav2vec 2.0","Model scale":"Large"}. This record does not assert independent reproduction. ### Frozen-hbt-base WA: 64.92. Result ID: 698fc0ae3a6c314849fb9bff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning strategy":"Frozen","Backbone architecture":"HuBERT","Model scale":"Base"}. This record does not assert independent reproduction. ### EF-w2v-base-960h WA: 64.2. Result ID: 698fc0ae3a6c314849fb9bf1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Fine-tuning strategy":"Entire","Backbone architecture":"wav2vec 2.0","Model scale":"Base","ASR fine-tuning":"960h"}. This record does not assert independent reproduction. ### Frozen-w2v-base WA: 63.43. Result ID: 698fc0ae3a6c314849fb9bfd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning strategy":"Frozen","Backbone architecture":"wav2vec 2.0","Model scale":"Base"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.