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Models/Multi-task EfficientNet-B0

Multi-task EfficientNet-B0

Reported on 18 benchmarks across 6 tasks · 1 paper · 12 SOTA

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

Computer Vision9 results

Face ReconstructiononActed Facial Expressions In The Wild (AFEW)
Accuracy(on validation set)· 2021-03-31
59.27
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
Face ReconstructiononAffectNet
Accuracy (7 emotion)· uses extra data· 2021-03-31
65.74
best: 72.93 (ResEmoteNet)
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
Facial Expression Recognition (FER)onActed Facial Expressions In The Wild (AFEW)
Accuracy(on validation set)· 2021-03-31
59.27
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
Facial Expression Recognition (FER)onAffectNet
Accuracy (7 emotion)· uses extra data· 2021-03-31
65.74
best: 72.93 (ResEmoteNet)
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
3D Face ReconstructiononActed Facial Expressions In The Wild (AFEW)
Accuracy(on validation set)· 2021-03-31
59.27
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
3D Face ReconstructiononAffectNet
Accuracy (7 emotion)· uses extra data· 2021-03-31
65.74
best: 72.93 (ResEmoteNet)
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
Face ReconstructiononAffectNet
Accuracy (8 emotion)· uses extra data· 2021-03-31
61.32
best: 68.69 (Norface)
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
Facial Expression Recognition (FER)onAffectNet
Accuracy (8 emotion)· uses extra data· 2021-03-31
61.32
best: 68.69 (Norface)
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
3D Face ReconstructiononAffectNet
Accuracy (8 emotion)· uses extra data· 2021-03-31
61.32
best: 68.69 (Norface)
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107

Music3 results

Facial Recognition and ModellingonActed Facial Expressions In The Wild (AFEW)
Accuracy(on validation set)· 2021-03-31
59.27
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
Facial Recognition and ModellingonAffectNet
Accuracy (7 emotion)· uses extra data· 2021-03-31
65.74
best: 72.93 (ResEmoteNet)
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
Facial Recognition and ModellingonAffectNet
Accuracy (8 emotion)· uses extra data· 2021-03-31
61.32
best: 68.69 (Norface)
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107

Methodology3 results

3DonActed Facial Expressions In The Wild (AFEW)
Accuracy(on validation set)· 2021-03-31
59.27
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
3DonAffectNet
Accuracy (7 emotion)· uses extra data· 2021-03-31
65.74
best: 72.93 (ResEmoteNet)
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
3DonAffectNet
Accuracy (8 emotion)· uses extra data· 2021-03-31
61.32
best: 68.69 (Norface)
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107

Medical3 results

3D Face ModellingonActed Facial Expressions In The Wild (AFEW)
Accuracy(on validation set)· 2021-03-31
59.27
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
3D Face ModellingonAffectNet
Accuracy (7 emotion)· uses extra data· 2021-03-31
65.74
best: 72.93 (ResEmoteNet)
SOTA
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107
3D Face ModellingonAffectNet
Accuracy (8 emotion)· uses extra data· 2021-03-31
61.32
best: 68.69 (Norface)
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks arXiv:2103.17107