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Face Anti-Spoofing
벤치마크
Face Anti-Spoofing on CelebA-Spoof-Enroll5
40개 결과 ·
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AUC
97.1
97.62
98.15
98.67
99.2
2014-09
2026-09
VGG16 — 98.0 (2014-09-04)
VGG16 — 98.0 (2014-09-04)
VGG16 — 98.0 (2014-09-04)
VGG16 — 98.0 (2014-09-04)
VGG16 — 98.0 (2014-09-04)
VGG16 — 98.0 (2014-09-04)
VGG16 — 98.0 (2014-09-04)
VGG16 — 98.0 (2014-09-04)
FeatherNet — 97.1 (2019-04-22)
FeatherNet — 97.1 (2019-04-22)
FeatherNet — 97.1 (2019-04-22)
FeatherNet — 97.1 (2019-04-22)
FeatherNet — 97.1 (2019-04-22)
FeatherNet — 97.1 (2019-04-22)
FeatherNet — 97.1 (2019-04-22)
FeatherNet — 97.1 (2019-04-22)
ResNet 18 Personalized — 99.2 (2022-01-05)
VGG16 Personalized — 98.6 (2022-01-05)
FeatherNet Personalized — 97.8 (2022-01-05)
ResNet 18 Personalized — 99.2 (2022-01-05)
VGG16 Personalized — 98.6 (2022-01-05)
FeatherNet Personalized — 97.8 (2022-01-05)
ResNet 18 Personalized — 99.2 (2022-01-05)
VGG16 Personalized — 98.6 (2022-01-05)
FeatherNet Personalized — 97.8 (2022-01-05)
ResNet 18 Personalized — 99.2 (2022-01-05)
VGG16 Personalized — 98.6 (2022-01-05)
FeatherNet Personalized — 97.8 (2022-01-05)
ResNet 18 Personalized — 99.2 (2022-01-05)
VGG16 Personalized — 98.6 (2022-01-05)
FeatherNet Personalized — 97.8 (2022-01-05)
ResNet 18 Personalized — 99.2 (2022-01-05)
VGG16 Personalized — 98.6 (2022-01-05)
FeatherNet Personalized — 97.8 (2022-01-05)
ResNet 18 Personalized — 99.2 (2022-01-05)
VGG16 Personalized — 98.6 (2022-01-05)
FeatherNet Personalized — 97.8 (2022-01-05)
ResNet 18 Personalized — 99.2 (2022-01-05)
VGG16 Personalized — 98.6 (2022-01-05)
FeatherNet Personalized — 97.8 (2022-01-05)
VGG16 — 98.0 (2014-09-04)
ResNet 18 Personalized — 99.2 (2022-01-05)
2014-09-04 — VGG16: AUC 98.0
2022-01-05 — ResNet 18 Personalized: AUC 99.2
Rank
Model
AUC
Paper
Code
Year
1
ResNet 18 Personalized
99.2
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
2
VGG16 Personalized
98.6
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
3
VGG16
98.0
Very Deep Convolutional Networks for Large-Scale Image Recognition
tensorflow/models
·
tensorflow/models
·
tensorflow/models
·
+302
2014
4
FeatherNet Personalized
97.8
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
5
FeatherNet
97.1
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing
SoftwareGift/FeatheNets_Face-Anti-spoofing-Attack-Detection-Challenge-CVPR2019
·
Recognito-Vision/Android-FaceRecognition-FaceLivenessDetection
·
fangzong12/FeatherNet
2019
6
ResNet 18 Personalized
99.2
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
7
VGG16 Personalized
98.6
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
8
VGG16
98.0
Very Deep Convolutional Networks for Large-Scale Image Recognition
tensorflow/models
·
tensorflow/models
·
tensorflow/models
·
+302
2014
9
FeatherNet Personalized
97.8
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
10
FeatherNet
97.1
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing
SoftwareGift/FeatheNets_Face-Anti-spoofing-Attack-Detection-Challenge-CVPR2019
·
Recognito-Vision/Android-FaceRecognition-FaceLivenessDetection
·
fangzong12/FeatherNet
2019
11
ResNet 18 Personalized
99.2
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
12
VGG16 Personalized
98.6
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
13
VGG16
98.0
Very Deep Convolutional Networks for Large-Scale Image Recognition
tensorflow/models
·
tensorflow/models
·
tensorflow/models
·
+302
2014
14
FeatherNet Personalized
97.8
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
15
FeatherNet
97.1
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing
SoftwareGift/FeatheNets_Face-Anti-spoofing-Attack-Detection-Challenge-CVPR2019
·
Recognito-Vision/Android-FaceRecognition-FaceLivenessDetection
·
fangzong12/FeatherNet
2019
16
ResNet 18 Personalized
99.2
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
17
VGG16 Personalized
98.6
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
18
VGG16
98.0
Very Deep Convolutional Networks for Large-Scale Image Recognition
tensorflow/models
·
tensorflow/models
·
tensorflow/models
·
+302
2014
19
FeatherNet Personalized
97.8
A personalized benchmark for face anti-spoofing
FaceOnLive/Face-Liveness-Detection-SDK-Linux
2022
20
FeatherNet
97.1
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing
SoftwareGift/FeatheNets_Face-Anti-spoofing-Attack-Detection-Challenge-CVPR2019
·
Recognito-Vision/Android-FaceRecognition-FaceLivenessDetection
·
fangzong12/FeatherNet
2019
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