Speech Emotion Recognition on IEMOCAP MELD Cross-Domain
60.28Weighted F1VowelPrompt
Evaluation results
| Method | Links | |
|---|---|---|
| VowelPromptEvaluation Regime=SFT & GRPO, Backbone=LLaMA-3-8B-Instruct2026.02 | 60.28 | |
| VowelPrompt2026.02 | 60.2 | |
| SpeechCueLLMEvaluation Regime=SFT & GRPO, Backbone=LLaMA-3-8B-Instruct2026.02 | 55.16 | |
| VowelPromptEvaluation Regime=Zero-Shot, Backbone=LLaMA-3-8B-Instruct2026.02 | 54.1 | |
| SpeechCueLLMEvaluation Regime=Zero-Shot, Backbone=LLaMA-3-8B-Instruct2026.02 | 53.85 | |
| SALMONNEvaluation Regime=SFT & GRPO, Backbone=LLaMA-3-8B-Instruct2026.02 | 51.48 | |
| InstructERCEvaluation Regime=Zero-Shot, Backbone=LLaMA-3-8B-Instruct2026.02 | 51.42 | |
| InstructERCEvaluation Regime=SFT & GRPO, Backbone=LLaMA-3-8B-Instruct2026.02 | 50.18 | |
| VowelPromptEvaluation Regime=SFT, Backbone=LLaMA-3-8B-Instruct2026.02 | 46.26 | |
| HuBERT-largeClassifier=MLP, Feature=Self-supervised embeddings2026.02 | 45 | |
| wav2vec-largeClassifier=MLP, Feature=Self-supervised embeddings2026.02 | 43.5 | |
| InstructERCEvaluation Regime=SFT, Backbone=LLaMA-3-8B-Instruct2026.02 | 43.15 | |
| SpeechCueLLMEvaluation Regime=SFT, Backbone=LLaMA-3-8B-Instruct2026.02 | 42.36 | |
| SALMONNEvaluation Regime=SFT, Backbone=LLaMA-3-8B-Instruct2026.02 | 40.25 |