Share your thoughts, 1 month free Claude Pro on usSee more

Group-level video emotion classification on VGAF (val)

81.98Accuracy

Multimodal fusion (TimeSformer, wav2vec2.0, YOLOv8)

Updated 1mo ago

Evaluation Results

Method	Links
Multimodal fusion (TimeSformer, wav2vec2.0, YOLOv8) 2026.05		81.98
Hybrid Network 2026.05		74.28
MobileNet-v1 2026.05		71.95
Fusion of 14 models 2026.05		71.93
EfficientNET 2026.05		70.33
EfficientNet-B2 2021.03		69.84
MobileNet-v1 2021.03		68.92
EfficientNet-B0 2021.03		66.8
K-injection network 2026.05		66.19
DenseNet-121 (FER+) 2021.03		64.75
RexNet-150 2021.03		63.58
Activity Recognition Networks 2021.03		62.4
Resnet-50, BiLSTM and fusion SVM 2026.05		62.4
Early fusion with LSTM and MLP 2026.05		61.61
Deep Spectrum 2026.05		59.4
VGG-19 2026.05		52.36
Inception+LSTM (baseline) 2021.03		52.09
Inception-V3, CNN-LSTM 2026.05		51.3