Emotion Recognition on RAVDESS (val)
97.46AccuracyMM student (sup)
Evaluation Results
| Method | Links | |
|---|---|---|
| MM student (sup)modality=images and audios (i, a), Dl=false, Du=trained on true labels2021.03 | 97.46 | |
| MM student (ours)modality=images and audios (i, a), Dl=false, Du=true2021.03 | 90.61 | |
| MM student (no reg)modality=images and audios (i, a), Dl=false, Du=true2021.03 | 88.73 | |
| NOISY studentmodality=images (i), Dl=true, Du=true2021.03 | 82.54 | |
| UM teachermodality=images (i), Dl=true, Du=false2021.03 | 79.67 | |
| UM studentmodality=images (i), Dl=false, Du=true2021.03 | 79.01 | |
| ERANN-0-4P-S=true, e2e=false, Params=24.0M, training_mode=Scratch2021.06 | 74.8 | |
| ERANN-0-6P-S=true, e2e=false, Params=54.0M, training_mode=Fine-tune2021.06 | 74.3 | |
| ERANN-1-4P-S=true, e2e=false, Params=24.1M, training_mode=Scratch2021.06 | 74.1 | |
| ERANN-2-5P-S=true, e2e=false, Params=37.9M, training_mode=Fine-tune2021.06 | 73.7 | |
| ERANN-1-6P-S=true, e2e=false, Params=54.1M, training_mode=Fine-tune2021.06 | 73.5 | |
| ERANN-2-6P-S=true, e2e=false, Params=54.5M, training_mode=Fine-tune2021.06 | 73.4 | |
| ERANN-1-3P-S=true, e2e=false, Params=13.5M, training_mode=Scratch2021.06 | 73.1 | |
| ERANN-2-4P-S=true, e2e=false, Params=24.2M, training_mode=Fine-tune2021.06 | 73 | |
| ERANN-2-4P-S=true, e2e=false, Params=24.2M, training_mode=Scratch2021.06 | 72.2 | |
| CNN14P-S=false, e2e=false, Params=79.7M, training_mode=Fine-tune2021.06 | 72.1 | |
| ERANN-2-5P-S=true, e2e=false, Params=37.9M, training_mode=Scratch2021.06 | 72 | |
| ERANN-0-4P-S=false, e2e=false, Params=24.0M, training_mode=Scratch2021.06 | 70.5 | |
| CNN14P-S=false, e2e=false, Params=79.7M, training_mode=Scratch2021.06 | 69.2 | |
| ERANN-1-3P-S=false, e2e=false, Params=13.5M, training_mode=Scratch2021.06 | 66.9 |