ML Research Wiki / Benchmarks / Facial Expression Recognition (FER) / Acted Facial Expressions In The Wild (AFEW)

Acted Facial Expressions In The Wild (AFEW)

Facial Expression Recognition (FER) Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: Accuracy(on validation set)

Top Performing Models

Rank Model Paper Accuracy(on validation set) Date Code
1 Multi-task EfficientNet-B0 Facial expression and attributes recognition based on multi-task learning of lightweight neural networks 59.27 2021-03-31 📦 HSE-asavchenko/face-emotion-recognition 📦 tomas-gajarsky/facetorch
2 ResNet50 Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition 0.00 2020-12-27 -
3 LResNet50E-IR (5 models with augmentation) Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition 0.00 2020-12-27 -
4 EAC Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition 0.00 2022-07-21 📦 zyh-uaiaaaa/erasing-attention-consistency
5 LResNet50E-IR (1 model with augmentation) Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition 0.00 2020-12-27 -
6 LResNet50E-IR (1 model) Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition 0.00 2020-12-27 -
7 resnet18_noisy 📚 Noisy Student Training using Body Language Dataset Improves Facial Expression Recognition 0.00 2020-08-06 -
8 resnet18 Frame attention networks for facial expression recognition in videos 0.00 2019-06-29 📦 Open-Debin/Emotion-FAN 📦 SeongwoongJo/Multimodal-Emotional-Recognition

All Papers (8)

HSE-asavchenko/face-emotion-recognition tomas-gajarsky/facetorch
zyh-uaiaaaa/erasing-attention-consistency
Open-Debin/Emotion-FAN SeongwoongJo/Multimodal-Emotional-Recognition