Engagement Classification on DAiSEE

69.06Accuracy

PriorNet

Updated 28d ago

Evaluation Results

Method	Links
PriorNet 2026.05		69.06
EfficientNet + LSTM 2026.05		67.48
Affective/behavioral features + Ordinal TCN 2026.05		67.4
Supervised Contrastive Ordinal TCN 2026.05		67.32
EfficientNet + Bi-LSTM 2026.05		66.39
Self-Supervised FMAE 2026.05		64.74
EfficientNet + TCN 2026.05		64.67
PANet + STformer 2026.05		64
ResNet + TCN 2026.05		63.9
ShuffleNet 2026.05		63.9
3D DenseNet with Attention 2026.05		63.59
Behavioral features + Neural Turing Machine 2026.05		61.3
RefEIP / ModernTCN 2026.05		61.2
2D ResNet + LSTM 2026.05		61.15
Behavioral features + LSTM with attention 2026.05		60
3D-CNN + TCN 2026.05		59.97
ResNet-50 with LSTM with Attention 2026.05		58.84
Hybrid R(2+1)D and spatio-temporal block 2026.05		58.62
Long-term Recurrent CNN 2026.05		57.9
3D-CNN + LSTM 2026.05		56.6
HRV + Random Forest 2026.05		54.49
Inflated 3D-CNN 2026.05		52.4
3D CNN 2026.05		48.6