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Models/DeepEmotion

DeepEmotion

Reported on 24 benchmarks across 6 tasks · 1 paper · 18 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision12 results

Face ReconstructiononCK+
Accuracy (7 emotion)· 2019-02-04
98
best: 100 (PAtt-Lite)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
Face ReconstructiononFERG
Accuracy· 2019-02-04
99.3
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
Face ReconstructiononJAFFE
Accuracy· 2019-02-04
92.8
best: 99.52 (TL)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
Facial Expression Recognition (FER)onCK+
Accuracy (7 emotion)· 2019-02-04
98
best: 100 (PAtt-Lite)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
Facial Expression Recognition (FER)onJAFFE
Accuracy· 2019-02-04
92.8
best: 99.52 (TL)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
Facial Expression Recognition (FER)onFERG
Accuracy· 2019-02-04
99.3
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
3D Face ReconstructiononCK+
Accuracy (7 emotion)· 2019-02-04
98
best: 100 (PAtt-Lite)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
3D Face ReconstructiononFERG
Accuracy· 2019-02-04
99.3
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
3D Face ReconstructiononJAFFE
Accuracy· 2019-02-04
92.8
best: 99.52 (TL)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
Face ReconstructiononFER2013
Accuracy· 2019-02-04
70.02
best: 82.47 (EfficientFER)
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
Facial Expression Recognition (FER)onFER2013
Accuracy· 2019-02-04
70.02
best: 82.47 (EfficientFER)
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
3D Face ReconstructiononFER2013
Accuracy· 2019-02-04
70.02
best: 82.47 (EfficientFER)
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019

Music4 results

Facial Recognition and ModellingonCK+
Accuracy (7 emotion)· 2019-02-04
98
best: 100 (PAtt-Lite)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
Facial Recognition and ModellingonFERG
Accuracy· 2019-02-04
99.3
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
Facial Recognition and ModellingonJAFFE
Accuracy· 2019-02-04
92.8
best: 99.52 (TL)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
Facial Recognition and ModellingonFER2013
Accuracy· 2019-02-04
70.02
best: 82.47 (EfficientFER)
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019

Methodology4 results

3DonCK+
Accuracy (7 emotion)· 2019-02-04
98
best: 100 (PAtt-Lite)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
3DonFERG
Accuracy· 2019-02-04
99.3
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
3DonJAFFE
Accuracy· 2019-02-04
92.8
best: 99.52 (TL)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
3DonFER2013
Accuracy· 2019-02-04
70.02
best: 82.47 (EfficientFER)
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019

Medical4 results

3D Face ModellingonCK+
Accuracy (7 emotion)· 2019-02-04
98
best: 100 (PAtt-Lite)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
3D Face ModellingonJAFFE
Accuracy· 2019-02-04
92.8
best: 99.52 (TL)
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
3D Face ModellingonFERG
Accuracy· 2019-02-04
99.3
SOTA
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019
3D Face ModellingonFER2013
Accuracy· 2019-02-04
70.02
best: 82.47 (EfficientFER)
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network arXiv:1902.01019