| Norface |
- Accuracy (8 emotion)
- 68.69
|
Norface: Improving Facial Expression Analysis by Identity Normalization
2024-07-22 |
코드 1 |
| DDAMFN++ |
- Accuracy (7 emotion)
- 67.36
- Accuracy (8 emotion)
- 65.04
|
A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition
2023-08-25 |
코드 1 |
| FMAE |
- Accuracy (8 emotion)
- 64.79
|
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding
2024-07-15 |
코드 1 |
| QCS |
- Accuracy (7 emotion)
- 67.94
- Accuracy (8 emotion)
- 64.4
|
QCS: Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition
2024-11-04 |
코드 1 |
| BTN |
- Accuracy (7 emotion)
- 67.60
- Accuracy (8 emotion)
- 64.29
|
Batch Transformer: Look for Attention in Batch
2024-07-05 |
연결 없음 |
| DDAMFN |
- Accuracy (7 emotion)
- 67.03
- Accuracy (8 emotion)
- 64.25
|
A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition
2023-08-25 |
코드 1 |
| EmoNeXt |
- Accuracy (7 emotion)
- 67.46
- Accuracy (8 emotion)
- 64.13
|
A novel deep learning approach for facial emotion recognition: application to detecting emotional responses in elderly individuals with Alzheimer’s disease
2024-12-30 |
코드 1 |
| POSTER++ |
- Accuracy (7 emotion)
- 67.49
- Accuracy (8 emotion)
- 63.77
|
POSTER++: A simpler and stronger facial expression recognition network
2023-01-28 |
코드 1 |
| LFNSB |
- Accuracy (7 emotion)
- 66.57
- Accuracy (8 emotion)
- 63.12
|
A Lightweight Model Enhancing Facial Expression Recognition with Spatial Bias and Cosine-Harmony Loss
2024-08-01 |
코드 1 |
| S2D |
- Accuracy (7 emotion)
- 67.62
- Accuracy (8 emotion)
- 63.06
|
From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Recognition in Videos
2023-12-09 |
코드 1 · 코드 2 |
| Multi-task EfficientNet-B2 |
- Accuracy (7 emotion)
- 66.29
- Accuracy (8 emotion)
- 63.03
|
Classifying emotions and engagement in online learning based on a single facial expression recognition neural network
2022-07-04 |
코드 1 · 코드 2 |
| MT-ArcRes |
- Accuracy (8 emotion)
- 63
|
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace
2019-09-25 |
연결 없음 |
| ExpLLM |
- Accuracy (7 emotion)
- 65.93
- Accuracy (8 emotion)
- 62.86
|
ExpLLM: Towards Chain of Thought for Facial Expression Recognition
2024-09-04 |
코드 1 |
| Vit-base + MAE |
- Accuracy (8 emotion)
- 62.42
|
Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers
2022-07-22 |
연결 없음 |
| CAGE |
- Accuracy (7 emotion)
- 66.6
- Accuracy (8 emotion)
- 62.2
|
CAGE: Circumplex Affect Guided Expression Inference
2024-04-23 |
코드 1 |
| DAN |
- Accuracy (7 emotion)
- 65.69
- Accuracy (8 emotion)
- 62.09
|
Distract Your Attention: Multi-head Cross Attention Network for Facial Expression Recognition
2021-09-15 |
코드 1 · 코드 2 |
| SL + SSL in-panting-pl (B0) |
- Accuracy (8 emotion)
- 61.72
|
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation
2021-05-13 |
연결 없음 |
| Distilled student |
- Accuracy (7 emotion)
- 65.4
- Accuracy (8 emotion)
- 61.60
|
Leveraging Recent Advances in Deep Learning for Audio-Visual Emotion Recognition
2021-03-16 |
연결 없음 |
| Multi-task EfficientNet-B0 |
- Accuracy (7 emotion)
- 65.74
- Accuracy (8 emotion)
- 61.32
|
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks
2021-03-31 |
코드 1 · 코드 2 |
| SL + SSL puzzling (B2) |
- Accuracy (8 emotion)
- 61.32
|
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation
2021-05-13 |
연결 없음 |
| SL + SSL puzzling (B0) |
- Accuracy (8 emotion)
- 61.09
|
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation
2021-05-13 |
연결 없음 |
| PSR (VGG-16) |
- Accuracy (7 emotion)
- -
- Accuracy (8 emotion)
- 60.68
|
Pyramid With Super Resolution for In-the-Wild Facial Expression Recognition
2020-07-17 |
코드 1 |
| VGG-FACE |
- Accuracy (8 emotion)
- 60.40
|
Deep Neural Network Augmentation: Generating Faces for Affect Analysis
2018-11-12 |
연결 없음 |
| SL (B2) |
- Accuracy (8 emotion)
- 60.35
|
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation
2021-05-13 |
연결 없음 |
| SL (B0) |
- Accuracy (8 emotion)
- 60.34
|
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation
2021-05-13 |
연결 없음 |
| MA-Net |
- Accuracy (7 emotion)
- 64.53
- Accuracy (8 emotion)
- 60.29
|
Learning Deep Global Multi-scale and Local Attention Features for Facial Expression Recognition in the Wild
2021-07-05 |
코드 1 |
| EfficientFace |
- Accuracy (7 emotion)
- 63.70
- Accuracy (8 emotion)
- 59.89
|
Robust Lightweight Facial Expression Recognition Network with Label Distribution Training
2021-05-18 |
코드 1 |
| CNNs and BOVW + local SVM |
- Accuracy (7 emotion)
- 63.31
- Accuracy (8 emotion)
- 59.58
|
Local Learning with Deep and Handcrafted Features for Facial Expression Recognition
2018-04-29 |
연결 없음 |
| RAN (ResNet-18+) |
- Accuracy (7 emotion)
- -
- Accuracy (8 emotion)
- 59.5
|
Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition
2019-05-10 |
코드 1 |
| Ensemble with Shared Representations (ESR-9) |
- Accuracy (7 emotion)
- -
- Accuracy (8 emotion)
- 59.3
|
Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks
2020-01-17 |
코드 1 |