felixleungsc/paperswithcode-data-evaluation-tables

task_path stringlengths 3 199 ⌀	dataset stringlengths 1 128 ⌀	model_name stringlengths 1 223 ⌀	paper_url stringlengths 21 601 ⌀	metric_name stringlengths 1 50 ⌀	metric_value stringlengths 1 9.22k ⌀
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	MICA	https://arxiv.org/abs/2204.06607v2	@cheek	1.109 (±0.325)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	RingNet	https://arxiv.org/abs/1905.06817v1	@nose	1.921 (±0.451)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	RingNet	https://arxiv.org/abs/1905.06817v1	all	2.256
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	RingNet	https://arxiv.org/abs/1905.06817v1	@mouth	1.994 (±0.604)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	RingNet	https://arxiv.org/abs/1905.06817v1	@forehead	3.081 (±0.950)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	RingNet	https://arxiv.org/abs/1905.06817v1	@cheek	2.027 (±0.710)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	DECA-f	https://arxiv.org/abs/2012.04012v2	@nose	2.286 (±1.103)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	DECA-f	https://arxiv.org/abs/2012.04012v2	all	2.261
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	DECA-f	https://arxiv.org/abs/2012.04012v2	@mouth	2.684 (±1.041)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	DECA-f	https://arxiv.org/abs/2012.04012v2	@forehead	2.519 (±0.718)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	DECA-f	https://arxiv.org/abs/2012.04012v2	@cheek	1.555 (±0.822)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	EMOCA-f	https://arxiv.org/abs/2204.11312v1	@nose	2.455 (±0.636)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	EMOCA-f	https://arxiv.org/abs/2204.11312v1	all	2.402
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	EMOCA-f	https://arxiv.org/abs/2204.11312v1	@mouth	2.948 (±1.292)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	EMOCA-f	https://arxiv.org/abs/2204.11312v1	@forehead	2.606 (±0.686)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	EMOCA-f	https://arxiv.org/abs/2204.11312v1	@cheek	1.599 (±0.563)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	ExpNet	http://arxiv.org/abs/1802.00542v1	@nose	2.508 (±0.491)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	ExpNet	http://arxiv.org/abs/1802.00542v1	all	2.476
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	ExpNet	http://arxiv.org/abs/1802.00542v1	@mouth	2.160 (±0.448)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	ExpNet	http://arxiv.org/abs/1802.00542v1	@forehead	3.393 (±1.076)
Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction	REALY (side-view)	ExpNet	http://arxiv.org/abs/1802.00542v1	@cheek	1.842 (±0.609)
Facial Recognition and Modelling > Face Anti-Spoofing	MLFP	MCCNN (BCE+OCCL)-GMM	https://arxiv.org/abs/2007.11457v1	HTER	3.4
Facial Recognition and Modelling > Face Anti-Spoofing	CASIA-MFSD	3D Synthesis (balancing sampling)	https://arxiv.org/abs/1901.00488v3	EER	2.22
Facial Recognition and Modelling > Face Anti-Spoofing	CASIA-MFSD	3D Synthesis (balancing sampling)	https://arxiv.org/abs/1901.00488v3	HTER	1.67
Facial Recognition and Modelling > Face Anti-Spoofing	CASIA-MFSD	Multi-Scale	https://arxiv.org/abs/1408.5601v2	EER	4.92
Facial Recognition and Modelling > Face Anti-Spoofing	SiW-Enroll5	ResNet18 Personalized	https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html	AUC	99.2
Facial Recognition and Modelling > Face Anti-Spoofing	SiW-Enroll5	FeatherNet Personalized	https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html	AUC	99.0
Facial Recognition and Modelling > Face Anti-Spoofing	SiW-Enroll5	FeatherNet	http://arxiv.org/abs/1904.09290v1	AUC	98.9
Facial Recognition and Modelling > Face Anti-Spoofing	SiW-Enroll5	VGG16 Personalized	https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html	AUC	98.1
Facial Recognition and Modelling > Face Anti-Spoofing	SiW-Enroll5	VGG16	http://arxiv.org/abs/1409.1556v6	AUC	97.8
Facial Recognition and Modelling > Face Anti-Spoofing	OULU-NPU	Bi-FPNFAS	https://www.mdpi.com/1424-8220/21/8/2799/htm	ACER	2.92
Facial Recognition and Modelling > Face Anti-Spoofing	OULU-NPU	Entry-V2	https://arxiv.org/abs/2206.06510v1	ACER	3.2
Facial Recognition and Modelling > Face Anti-Spoofing	OULU-NPU	Entry-V2	https://arxiv.org/abs/2206.06510v1	HTER	2.6
Facial Recognition and Modelling > Face Anti-Spoofing	OULU-NPU	A-DeepPixBis	https://ieeexplore.ieee.org/abstract/document/9363382	ACER	5.22
Facial Recognition and Modelling > Face Anti-Spoofing	OULU-NPU	CDCN	https://arxiv.org/abs/2003.04092v1	ACER	6.9
Facial Recognition and Modelling > Face Anti-Spoofing	CelebA-Spoof-Enroll5	ResNet 18 Personalized	https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html	AUC	99.2
Facial Recognition and Modelling > Face Anti-Spoofing	CelebA-Spoof-Enroll5	VGG16 Personalized	https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html	AUC	98.6
Facial Recognition and Modelling > Face Anti-Spoofing	CelebA-Spoof-Enroll5	VGG16	http://arxiv.org/abs/1409.1556v6	AUC	98.0
Facial Recognition and Modelling > Face Anti-Spoofing	CelebA-Spoof-Enroll5	FeatherNet Personalized	https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html	AUC	97.8
Facial Recognition and Modelling > Face Anti-Spoofing	CelebA-Spoof-Enroll5	FeatherNet	http://arxiv.org/abs/1904.09290v1	AUC	97.1
Facial Recognition and Modelling > Face Anti-Spoofing	SiW (Protocol 3)	FasTCo + OAP	https://arxiv.org/abs/2207.12272v1	ACER	21.7
Facial Recognition and Modelling > Face Anti-Spoofing	SiW (Protocol 3)	ResNet50 + OAP	https://arxiv.org/abs/2207.12272v1	ACER	22.9
Facial Recognition and Modelling > Face Anti-Spoofing	SiW (Protocol 3)	FeatherNet + OAP	https://arxiv.org/abs/2207.12272v1	ACER	24.3
Facial Recognition and Modelling > Face Anti-Spoofing	SiW (Protocol 3)	FasTCo	https://arxiv.org/abs/2006.06756v1	ACER	28.7
Facial Recognition and Modelling > Face Anti-Spoofing	SiW (Protocol 3)	CDCN++ + OAP	https://arxiv.org/abs/2207.12272v1	ACER	28.7
Facial Recognition and Modelling > Face Anti-Spoofing	SiW (Protocol 3)	FeatherNet	http://arxiv.org/abs/1904.09290v1	ACER	31.1
Facial Recognition and Modelling > Face Anti-Spoofing	SiW (Protocol 3)	CDCN++	https://arxiv.org/abs/2003.04092v1	ACER	40.2
Facial Recognition and Modelling > Face Anti-Spoofing	Replay-Attack	Entry-V2	https://arxiv.org/abs/2206.06510v1	EER	0
Facial Recognition and Modelling > Face Anti-Spoofing	Replay-Attack	Entry-V2	https://arxiv.org/abs/2206.06510v1	HTER	0
Facial Recognition and Modelling > Face Anti-Spoofing	Replay-Attack	3D Synthesis (balancing sampling)	https://arxiv.org/abs/1901.00488v3	EER	0.25
Facial Recognition and Modelling > Face Anti-Spoofing	Replay-Attack	3D Synthesis (balancing sampling)	https://arxiv.org/abs/1901.00488v3	HTER	0.63
Facial Recognition and Modelling > Face Anti-Spoofing	Replay-Attack	YCbCr+HSV-LBP	http://arxiv.org/abs/1511.06316v1	EER	0.40
Facial Recognition and Modelling > Face Anti-Spoofing	Replay-Attack	YCbCr+HSV-LBP	http://arxiv.org/abs/1511.06316v1	HTER	2.90
Facial Recognition and Modelling > Face Anti-Spoofing	Replay-Attack	Multi-Scale	https://arxiv.org/abs/1408.5601v2	EER	2.14
Facial Recognition and Modelling > Face Anti-Spoofing	MSU-MFSD	Entry-V2	https://arxiv.org/abs/2206.06510v1	Equal Error Rate	0
Facial Recognition and Modelling > Face Anti-Spoofing	MSU-MFSD	Entry-V2	https://arxiv.org/abs/2206.06510v1	HTER	0
Facial Recognition and Modelling > Face Anti-Spoofing	MSU-MFSD	GFA-CNN	http://arxiv.org/abs/1901.05602v1	Equal Error Rate	7.5%
Facial Recognition and Modelling > Face Anti-Spoofing	MSU-MFSD	Color LBP	http://arxiv.org/abs/1511.06316v1	Equal Error Rate	10.8%
Facial Recognition and Modelling > Facial Landmark Detection	AFLW2000-3D	JVCR	http://arxiv.org/abs/1801.09242v1	GTE	7.28
Facial Recognition and Modelling > Facial Landmark Detection	300W (Full)	TS3	https://arxiv.org/abs/1908.02116v3	Mean NME	3.49
Facial Recognition and Modelling > Facial Landmark Detection	300W (Full)	AnchorFace	https://arxiv.org/abs/2007.03221v3	Mean NME	3.72
Facial Recognition and Modelling > Facial Landmark Detection	CatFLW	ELD (EfficientNetV2S)	https://arxiv.org/abs/2310.09793v2	NME	2.83
Facial Recognition and Modelling > Facial Landmark Detection	CatFLW	ELD (EfficientNetV2B0)	https://arxiv.org/abs/2310.09793v2	NME	2.98
Facial Recognition and Modelling > Facial Landmark Detection	CatFLW	ELD (MobileNetV2)	https://arxiv.org/abs/2310.09793v2	NME	3.09
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Front	FiFA	https://arxiv.org/abs/2402.15044v1	Mean NME	0.80
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Front	FiFA	https://arxiv.org/abs/2402.15044v1	Mean NME	0.80
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Front	FiFA	https://arxiv.org/abs/2402.15044v1	NME	0.80
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Front	AnchorFace	https://arxiv.org/abs/2007.03221v3	Mean NME	1.38
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Front	SAN	http://arxiv.org/abs/1803.04108v4	Mean NME	1.85
Facial Recognition and Modelling > Facial Landmark Detection	COCO-WholeBody	HPRNet (Hourglass-104)	https://arxiv.org/abs/2106.04269v2	keypoint AP	75.4
Facial Recognition and Modelling > Facial Landmark Detection	COCO-WholeBody	HPRNet (DLA)	https://arxiv.org/abs/2106.04269v2	keypoint AP	74.6
Facial Recognition and Modelling > Facial Landmark Detection	WFLW	D-ViT	https://arxiv.org/abs/2411.07167v1	NME (inter-ocular)	3.75
Facial Recognition and Modelling > Facial Landmark Detection	WFLW	D-ViT	https://arxiv.org/abs/2411.07167v1	AUC@10 (inter-ocular)	63.7
Facial Recognition and Modelling > Facial Landmark Detection	WFLW	D-ViT	https://arxiv.org/abs/2411.07167v1	FR@10 (inter-ocular)	1.76
Facial Recognition and Modelling > Facial Landmark Detection	WFLW	D-ViT	https://arxiv.org/abs/2411.07167v1	NME	3.75
Facial Recognition and Modelling > Facial Landmark Detection	WFLW	ELD (EfficientNetV2B1)	https://arxiv.org/abs/2310.09793v2	NME	4.65
Facial Recognition and Modelling > Facial Landmark Detection	WFLW	FiFA	https://arxiv.org/abs/2402.15044v1	NME (inter-ocular)	3.89
Facial Recognition and Modelling > Facial Landmark Detection	WFLW	FiFA	https://arxiv.org/abs/2402.15044v1	AUC@10 (inter-ocular)	61.78
Facial Recognition and Modelling > Facial Landmark Detection	WFLW	FiFA	https://arxiv.org/abs/2402.15044v1	FR@10 (inter-ocular)	1.60
Facial Recognition and Modelling > Facial Landmark Detection	300-VW (C)	CPM+SBR+PAM	http://arxiv.org/abs/1807.00966v2	AUC0.08 private	59.39
Facial Recognition and Modelling > Facial Landmark Detection	300-VW (C)	CPM+SBR	http://arxiv.org/abs/1807.00966v2	AUC0.08 private	58.22
Facial Recognition and Modelling > Facial Landmark Detection	300W	D-ViT	https://arxiv.org/abs/2411.07167v1	NME	2.85
Facial Recognition and Modelling > Facial Landmark Detection	300W	FiFA	https://arxiv.org/abs/2402.15044v1	NME	2.89
Facial Recognition and Modelling > Facial Landmark Detection	300W	SPIGA (Inter-ocular Norm)	https://arxiv.org/abs/2210.07233v1	NME	2.99
Facial Recognition and Modelling > Facial Landmark Detection	300W	AnchorFace	https://arxiv.org/abs/2007.03221v3	NME	3.12
Facial Recognition and Modelling > Facial Landmark Detection	300W	3DDE (Inter-ocular Norm)	https://arxiv.org/abs/1902.01831v2	NME	3.13
Facial Recognition and Modelling > Facial Landmark Detection	300W	DCFE (Inter-ocular Norm)	http://openaccess.thecvf.com/content_ECCV_2018/html/Roberto_Valle_A_Deeply-initialized_Coarse-to-fine_ECCV_2018_paper.html	NME	3.24
Facial Recognition and Modelling > Facial Landmark Detection	300W	CHR2C (Inter-ocular Norm)	https://doi.org/10.1016/j.patrec.2019.10.012	NME	3.3
Facial Recognition and Modelling > Facial Landmark Detection	300W	CNN-CRF (Inter-ocular Norm)	https://arxiv.org/abs/2010.09035v1	NME	3.30
Facial Recognition and Modelling > Facial Landmark Detection	300W	Adaloss	https://arxiv.org/abs/1908.01070v1	NME	3.31
Facial Recognition and Modelling > Facial Landmark Detection	300W	TS3	https://arxiv.org/abs/1908.02116v3	NME	3.49
Facial Recognition and Modelling > Facial Landmark Detection	300W	SAN GT	http://arxiv.org/abs/1803.04108v4	NME	3.98
Facial Recognition and Modelling > Facial Landmark Detection	300W	CFSS	http://arxiv.org/abs/1511.07212v1	NME	5.76
Facial Recognition and Modelling > Facial Landmark Detection	300W	Pose-Invariant	http://arxiv.org/abs/1707.06286v1	NME	6.30
Facial Recognition and Modelling > Facial Landmark Detection	300W	3DDFA	http://arxiv.org/abs/1511.07212v1	NME	7.01
Facial Recognition and Modelling > Facial Landmark Detection	300W	FPN	http://arxiv.org/abs/1708.07517v2	Mean Error Rate	0.1043
Facial Recognition and Modelling > Facial Landmark Detection	COFW	D-ViT	https://arxiv.org/abs/2411.07167v1	NME (inter-pupil)	4.13
Facial Recognition and Modelling > Facial Landmark Detection	COFW	FiFA	https://arxiv.org/abs/2402.15044v1	NME	2.96
Facial Recognition and Modelling > Facial Landmark Detection	COFW	FiFA	https://arxiv.org/abs/2402.15044v1	NME (inter-ocular)	2.96
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Full	FiFA	https://arxiv.org/abs/2402.15044v1	Mean NME	0.92

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

MICA

https://arxiv.org/abs/2204.06607v2

@cheek

1.109 (±0.325)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

RingNet

https://arxiv.org/abs/1905.06817v1

@nose

1.921 (±0.451)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

RingNet

https://arxiv.org/abs/1905.06817v1

all

2.256

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

RingNet

https://arxiv.org/abs/1905.06817v1

@mouth

1.994 (±0.604)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

RingNet

https://arxiv.org/abs/1905.06817v1

@forehead

3.081 (±0.950)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

RingNet

https://arxiv.org/abs/1905.06817v1

@cheek

2.027 (±0.710)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

DECA-f

https://arxiv.org/abs/2012.04012v2

@nose

2.286 (±1.103)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

DECA-f

https://arxiv.org/abs/2012.04012v2

all

2.261

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

DECA-f

https://arxiv.org/abs/2012.04012v2

@mouth

2.684 (±1.041)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

DECA-f

https://arxiv.org/abs/2012.04012v2

@forehead

2.519 (±0.718)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

DECA-f

https://arxiv.org/abs/2012.04012v2

@cheek

1.555 (±0.822)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

EMOCA-f

https://arxiv.org/abs/2204.11312v1

@nose

2.455 (±0.636)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

EMOCA-f

https://arxiv.org/abs/2204.11312v1

all

2.402

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

EMOCA-f

https://arxiv.org/abs/2204.11312v1

@mouth

2.948 (±1.292)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

EMOCA-f

https://arxiv.org/abs/2204.11312v1

@forehead

2.606 (±0.686)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

EMOCA-f

https://arxiv.org/abs/2204.11312v1

@cheek

1.599 (±0.563)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

ExpNet

http://arxiv.org/abs/1802.00542v1

@nose

2.508 (±0.491)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

ExpNet

http://arxiv.org/abs/1802.00542v1

all

2.476

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

ExpNet

http://arxiv.org/abs/1802.00542v1

@mouth

2.160 (±0.448)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

ExpNet

http://arxiv.org/abs/1802.00542v1

@forehead

3.393 (±1.076)

Facial Recognition and Modelling > Face Reconstruction > 3D Face Reconstruction

REALY (side-view)

ExpNet

http://arxiv.org/abs/1802.00542v1

@cheek

1.842 (±0.609)

Facial Recognition and Modelling > Face Anti-Spoofing

MLFP

MCCNN (BCE+OCCL)-GMM

https://arxiv.org/abs/2007.11457v1

HTER

3.4

Facial Recognition and Modelling > Face Anti-Spoofing

CASIA-MFSD

3D Synthesis (balancing sampling)

https://arxiv.org/abs/1901.00488v3

EER

2.22

Facial Recognition and Modelling > Face Anti-Spoofing

CASIA-MFSD

3D Synthesis (balancing sampling)

https://arxiv.org/abs/1901.00488v3

HTER

1.67

Facial Recognition and Modelling > Face Anti-Spoofing

CASIA-MFSD

Multi-Scale

https://arxiv.org/abs/1408.5601v2

EER

4.92

Facial Recognition and Modelling > Face Anti-Spoofing

SiW-Enroll5

ResNet18 Personalized

https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html

AUC

99.2

Facial Recognition and Modelling > Face Anti-Spoofing

SiW-Enroll5

FeatherNet Personalized

https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html

AUC

99.0

Facial Recognition and Modelling > Face Anti-Spoofing

SiW-Enroll5

FeatherNet

http://arxiv.org/abs/1904.09290v1

AUC

98.9

Facial Recognition and Modelling > Face Anti-Spoofing

SiW-Enroll5

VGG16 Personalized

https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html

AUC

98.1

Facial Recognition and Modelling > Face Anti-Spoofing

SiW-Enroll5

VGG16

http://arxiv.org/abs/1409.1556v6

AUC

97.8

Facial Recognition and Modelling > Face Anti-Spoofing

OULU-NPU

Bi-FPNFAS

https://www.mdpi.com/1424-8220/21/8/2799/htm

ACER

2.92

Facial Recognition and Modelling > Face Anti-Spoofing

OULU-NPU

Entry-V2

https://arxiv.org/abs/2206.06510v1

ACER

3.2

Facial Recognition and Modelling > Face Anti-Spoofing

OULU-NPU

Entry-V2

https://arxiv.org/abs/2206.06510v1

HTER

2.6

Facial Recognition and Modelling > Face Anti-Spoofing

OULU-NPU

A-DeepPixBis

https://ieeexplore.ieee.org/abstract/document/9363382

ACER

5.22

Facial Recognition and Modelling > Face Anti-Spoofing

OULU-NPU

CDCN

https://arxiv.org/abs/2003.04092v1

ACER

6.9

Facial Recognition and Modelling > Face Anti-Spoofing

CelebA-Spoof-Enroll5

ResNet 18 Personalized

https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html

AUC

99.2

Facial Recognition and Modelling > Face Anti-Spoofing

CelebA-Spoof-Enroll5

VGG16 Personalized

https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html

AUC

98.6

Facial Recognition and Modelling > Face Anti-Spoofing

CelebA-Spoof-Enroll5

VGG16

http://arxiv.org/abs/1409.1556v6

AUC

98.0

Facial Recognition and Modelling > Face Anti-Spoofing

CelebA-Spoof-Enroll5

FeatherNet Personalized

https://openaccess.thecvf.com/content/WACV2022W/MAP-A/html/Belli_A_Personalized_Benchmark_for_Face_Anti-Spoofing_WACVW_2022_paper.html

AUC

97.8

Facial Recognition and Modelling > Face Anti-Spoofing

CelebA-Spoof-Enroll5

FeatherNet

http://arxiv.org/abs/1904.09290v1

AUC

97.1

Facial Recognition and Modelling > Face Anti-Spoofing

SiW (Protocol 3)

FasTCo + OAP

https://arxiv.org/abs/2207.12272v1

ACER

21.7

Facial Recognition and Modelling > Face Anti-Spoofing

SiW (Protocol 3)

ResNet50 + OAP

https://arxiv.org/abs/2207.12272v1

ACER

22.9

Facial Recognition and Modelling > Face Anti-Spoofing

SiW (Protocol 3)

FeatherNet + OAP

https://arxiv.org/abs/2207.12272v1

ACER

24.3

Facial Recognition and Modelling > Face Anti-Spoofing

SiW (Protocol 3)

FasTCo

https://arxiv.org/abs/2006.06756v1

ACER

28.7

Facial Recognition and Modelling > Face Anti-Spoofing

SiW (Protocol 3)

CDCN++ + OAP

https://arxiv.org/abs/2207.12272v1

ACER

28.7

Facial Recognition and Modelling > Face Anti-Spoofing

SiW (Protocol 3)

FeatherNet

http://arxiv.org/abs/1904.09290v1

ACER

31.1

Facial Recognition and Modelling > Face Anti-Spoofing

SiW (Protocol 3)

CDCN++

https://arxiv.org/abs/2003.04092v1

ACER

40.2

Facial Recognition and Modelling > Face Anti-Spoofing

Replay-Attack

Entry-V2

https://arxiv.org/abs/2206.06510v1

EER

0

Facial Recognition and Modelling > Face Anti-Spoofing

Replay-Attack

Entry-V2

https://arxiv.org/abs/2206.06510v1

HTER

0

Facial Recognition and Modelling > Face Anti-Spoofing

Replay-Attack

3D Synthesis (balancing sampling)

https://arxiv.org/abs/1901.00488v3

EER

0.25

Facial Recognition and Modelling > Face Anti-Spoofing

Replay-Attack

3D Synthesis (balancing sampling)

https://arxiv.org/abs/1901.00488v3

HTER

0.63

Facial Recognition and Modelling > Face Anti-Spoofing

Replay-Attack

YCbCr+HSV-LBP

http://arxiv.org/abs/1511.06316v1

EER

0.40

Facial Recognition and Modelling > Face Anti-Spoofing

Replay-Attack

YCbCr+HSV-LBP

http://arxiv.org/abs/1511.06316v1

HTER

2.90

Facial Recognition and Modelling > Face Anti-Spoofing

Replay-Attack

Multi-Scale

https://arxiv.org/abs/1408.5601v2

EER

2.14

Facial Recognition and Modelling > Face Anti-Spoofing

MSU-MFSD

Entry-V2

https://arxiv.org/abs/2206.06510v1

Equal Error Rate

0

Facial Recognition and Modelling > Face Anti-Spoofing

MSU-MFSD

Entry-V2

https://arxiv.org/abs/2206.06510v1

HTER

0

Facial Recognition and Modelling > Face Anti-Spoofing

MSU-MFSD

GFA-CNN

http://arxiv.org/abs/1901.05602v1

Equal Error Rate

7.5%

Facial Recognition and Modelling > Face Anti-Spoofing

MSU-MFSD

Color LBP

http://arxiv.org/abs/1511.06316v1

Equal Error Rate

10.8%