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Models/FeatherNet

FeatherNet

Reported on 24 benchmarks across 8 tasks · 1 paper · 16 SOTA

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

Computer Vision12 results

Depth EstimationonSiW-Enroll5
AUC· 2019-04-22
98.9
best: 99.2 (ResNet18 Personalized)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Depth EstimationonSiW (Protocol 3)
ACER· 2019-04-22
31.1
best: 21.7 (FasTCo + OAP)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Face ReconstructiononSiW-Enroll5
AUC· 2019-04-22
98.9
best: 99.2 (ResNet18 Personalized)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Face ReconstructiononSiW (Protocol 3)
ACER· 2019-04-22
31.1
best: 21.7 (FasTCo + OAP)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
3D Face ReconstructiononSiW-Enroll5
AUC· 2019-04-22
98.9
best: 99.2 (ResNet18 Personalized)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
3D Face ReconstructiononSiW (Protocol 3)
ACER· 2019-04-22
31.1
best: 21.7 (FasTCo + OAP)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Depth And Camera MotiononSiW-Enroll5
AUC· 2019-04-22
98.9
best: 99.2 (ResNet18 Personalized)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Depth And Camera MotiononSiW (Protocol 3)
ACER· 2019-04-22
31.1
best: 21.7 (FasTCo + OAP)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Depth EstimationonCelebA-Spoof-Enroll5
AUC· 2019-04-22
97.1
best: 99.2 (ResNet 18 Personalized)
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Face ReconstructiononCelebA-Spoof-Enroll5
AUC· 2019-04-22
97.1
best: 99.2 (ResNet 18 Personalized)
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
3D Face ReconstructiononCelebA-Spoof-Enroll5
AUC· 2019-04-22
97.1
best: 99.2 (ResNet 18 Personalized)
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Depth And Camera MotiononCelebA-Spoof-Enroll5
AUC· 2019-04-22
97.1
best: 99.2 (ResNet 18 Personalized)
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290

Music3 results

Facial Recognition and ModellingonSiW-Enroll5
AUC· 2019-04-22
98.9
best: 99.2 (ResNet18 Personalized)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Facial Recognition and ModellingonSiW (Protocol 3)
ACER· 2019-04-22
31.1
best: 21.7 (FasTCo + OAP)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Facial Recognition and ModellingonCelebA-Spoof-Enroll5
AUC· 2019-04-22
97.1
best: 99.2 (ResNet 18 Personalized)
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290

Robots3 results

Visual OdometryonSiW-Enroll5
AUC· 2019-04-22
98.9
best: 99.2 (ResNet18 Personalized)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Visual OdometryonSiW (Protocol 3)
ACER· 2019-04-22
31.1
best: 21.7 (FasTCo + OAP)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
Visual OdometryonCelebA-Spoof-Enroll5
AUC· 2019-04-22
97.1
best: 99.2 (ResNet 18 Personalized)
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290

Methodology3 results

3DonSiW-Enroll5
AUC· 2019-04-22
98.9
best: 99.2 (ResNet18 Personalized)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
3DonSiW (Protocol 3)
ACER· 2019-04-22
31.1
best: 21.7 (FasTCo + OAP)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
3DonCelebA-Spoof-Enroll5
AUC· 2019-04-22
97.1
best: 99.2 (ResNet 18 Personalized)
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290

Medical3 results

3D Face ModellingonSiW-Enroll5
AUC· 2019-04-22
98.9
best: 99.2 (ResNet18 Personalized)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
3D Face ModellingonSiW (Protocol 3)
ACER· 2019-04-22
31.1
best: 21.7 (FasTCo + OAP)
SOTA
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290
3D Face ModellingonCelebA-Spoof-Enroll5
AUC· 2019-04-22
97.1
best: 99.2 (ResNet 18 Personalized)
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing arXiv:1904.09290