OpenCodePapers

facial-expression-recognition-on-fer2013

3D Face ReconstructionFacial Recognition and ModellingFacial Expression Recognition (FER)
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PaperCodeAccuracyModelNameReleaseDate
EfficientFER: EfficientNetv2 Based Deep Learning Approach for Facial Expression Recognition✓ Link82.47EfficientFER2025-06-02
SDAFE: A Dual-filter Stable Diffusion Data Augmentation Method for Facial Expression Recognition81.33FERNeXt-SDAFE2025-04-06
ResEmoteNet: Bridging Accuracy and Loss Reduction in Facial Emotion Recognition✓ Link79.79ResEmoteNet2024-09-01
Facial Expression Recognition using Residual Masking Network✓ Link76.82Ensemble ResMaskingNet with 6 other CNNs2021-05-05
Mini-ResEmoteNet: Leveraging Knowledge Distillation for Human-Centered Design76.33Mini-ResEmoteNet (A)2025-01-30
EmoNeXt: an Adapted ConvNeXt for Facial Emotion Recognition✓ Link76.12EmoNeXt2025-01-14
A novel facial emotion recognition model using segmentation VGG-19 architecture✓ Link75.97Segmentation VGG-192023-03-24
Local Learning with Deep and Handcrafted Features for Facial Expression Recognition75.42Local Learning Deep+BOW2018-04-29
Local Multi-Head Channel Self-Attention for Facial Expression Recognition✓ Link74.42LHC-Net2021-11-14
Facial Expression Recognition using Residual Masking Network✓ Link74.14Residual Masking Network2021-05-05
Fer2013 Recognition - ResNet18 With Tricks✓ Link73.70ResNet18 With Tricks2021-12-29
Facial Emotion Recognition: State of the Art Performance on FER2013✓ Link73.28VGGNet2021-05-08
Convolutional Neural Network Hyperparameters optimization for Facial Emotion Recognition✓ Link72.16CNN Hyperparameter Optimisation2021-03-25
Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the Wild✓ Link72.03Ad-Corre2022-03-03
Mini-ResEmoteNet: Leveraging Knowledge Distillation for Human-Centered Design70.20Mini-ResEmoteNet (B)2025-01-30
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network✓ Link70.02DeepEmotion2019-02-04
Challenges in Representation Learning: A report on three machine learning contests✓ Link67.48Local Learning BOW2013-07-01
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