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ResearchFormerly WizWand

Emotion Recognition on RAVDESS (val)

97.46AccuracyMM student (sup)
65.677673.928882.1890.4312Mar 26, 2021Apr 6, 2021Apr 18, 2021Apr 29, 2021May 11, 2021May 22, 2021Jun 3, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MM student (sup)modality=images and audios (i, a), Dl=false, Du=trained on true labels2021.0397.46
MM student (ours)modality=images and audios (i, a), Dl=false, Du=true2021.0390.61
MM student (no reg)modality=images and audios (i, a), Dl=false, Du=true2021.0388.73
NOISY studentmodality=images (i), Dl=true, Du=true2021.0382.54
UM teachermodality=images (i), Dl=true, Du=false2021.0379.67
UM studentmodality=images (i), Dl=false, Du=true2021.0379.01
ERANN-0-4P-S=true, e2e=false, Params=24.0M, training_mode=Scratch2021.0674.8
ERANN-0-6P-S=true, e2e=false, Params=54.0M, training_mode=Fine-tune2021.0674.3
ERANN-1-4P-S=true, e2e=false, Params=24.1M, training_mode=Scratch2021.0674.1
ERANN-2-5P-S=true, e2e=false, Params=37.9M, training_mode=Fine-tune2021.0673.7
ERANN-1-6P-S=true, e2e=false, Params=54.1M, training_mode=Fine-tune2021.0673.5
ERANN-2-6P-S=true, e2e=false, Params=54.5M, training_mode=Fine-tune2021.0673.4
ERANN-1-3P-S=true, e2e=false, Params=13.5M, training_mode=Scratch2021.0673.1
ERANN-2-4P-S=true, e2e=false, Params=24.2M, training_mode=Fine-tune2021.0673
ERANN-2-4P-S=true, e2e=false, Params=24.2M, training_mode=Scratch2021.0672.2
CNN14P-S=false, e2e=false, Params=79.7M, training_mode=Fine-tune2021.0672.1
ERANN-2-5P-S=true, e2e=false, Params=37.9M, training_mode=Scratch2021.0672
ERANN-0-4P-S=false, e2e=false, Params=24.0M, training_mode=Scratch2021.0670.5
CNN14P-S=false, e2e=false, Params=79.7M, training_mode=Scratch2021.0669.2
ERANN-1-3P-S=false, e2e=false, Params=13.5M, training_mode=Scratch2021.0666.9