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Emotion Recognition on RAVDESS (test)

0.9735Accuracy

MM student (sup)

Updated 4d ago

Evaluation Results

Method	Links
MM student (sup) 2021.03		0.9735	-	-	-	-	-	-	-	-	-
MM student (ours) 2021.03		0.9138	-	-	-	-	-	-	-	-	-
MM student (no reg) 2021.03		0.8928	-	-	-	-	-	-	-	-	-
VQ-MAE-S-12 2023.04		0.841	84.4	-	-	-	-	-	-	-	-
NOISY student 2021.03		0.8309	-	-	-	-	-	-	-	-	-
VQ-MAE-S-12 2023.04		0.808	80.5	-	-	-	-	-	-	-	-
UM teacher 2021.03		0.8033	-	-	-	-	-	-	-	-	-
Multi-Agent Emotion-to-Response System 2026.01		0.785	-	-	-	-	-	-	-	-	-
VQ-MAE-S-12 2023.04		0.782	77.5	-	-	-	-	-	-	-	-
UM student 2021.03		0.7779	-	-	-	-	-	-	-	-	-
VQ-MAE-S-12 2023.04		0.767	75.9	-	-	-	-	-	-	-	-
Multi-Agent Emotion-to-Response System 2026.01		0.713	-	-	-	-	-	-	-	-	-
Multi-Agent Emotion-to-Response System 2026.01		0.642	-	-	-	-	-	-	-	-	-
Self-attention audio 2023.04		0.583	-	-	-	-	-	-	-	-	-
SpecMAE-12 2023.04		0.522	52	-	-	-	-	-	-	-	-
Elizalde et al., 2023b 2024.02		0.217	-	-	-	-	-	-	-	-	-
Audio Flamingo 2024.02		0.209	-	-	-	-	-	-	-	-	-
Baseline CNN 2026.02		-	0.53	0.66	0.49	0.52	0.48	0.56	0.52	0.5	0.53
Implemented CNN 2026.02		-	0.94	0.97	0.92	0.96	0.92	0.94	0.93	0.92	0.95