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 > Facial Landmark Detection	AFLW-Full	FiFA	https://arxiv.org/abs/2402.15044v1	Mean NME	0.92
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Full	FiFA	https://arxiv.org/abs/2402.15044v1	NME	0.92
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Full	AnchorFace	https://arxiv.org/abs/2007.03221v3	Mean NME	1.56
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Full	AnchorFace	https://arxiv.org/abs/2007.03221v3	Mean NME	1.56
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Full	SAN	http://arxiv.org/abs/1803.04108v4	Mean NME	1.91
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Full	DCFE (Box height Norm, 19 landmarks - no earlobs)	http://openaccess.thecvf.com/content_ECCV_2018/html/Roberto_Valle_A_Deeply-initialized_Coarse-to-fine_ECCV_2018_paper.html	Mean NME	2.17
Facial Recognition and Modelling > Facial Landmark Detection	AFLW-Full	3DDE (Box height Norm, 19 landmarks - no earlobs)	https://arxiv.org/abs/1902.01831v2	Mean NME	2.01
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	300W	DVE	https://arxiv.org/abs/1908.06427v1	NME	4.65
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	300W	FAb-Net	http://arxiv.org/abs/1808.06882v1	NME	5.71
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	300W	FSE	http://arxiv.org/abs/1705.02193v2	NME	7.97
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	300W	DEIL	http://arxiv.org/abs/1706.02932v2	NME	8.23
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	Deep Latent Particles	https://arxiv.org/abs/2205.15821v2	NME	2.43
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	Conditional Image Generation	http://arxiv.org/abs/1806.07823v2	NME	2.54
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	DVE	https://arxiv.org/abs/1908.06427v1	NME	2.86
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	LMDIS-REP	http://arxiv.org/abs/1804.04412v1	NME	3.15
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	Lorenz2019unsupervised	https://arxiv.org/abs/1903.06946v3	NME	3.24
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	FAB-Net	http://arxiv.org/abs/1808.06882v1	NME	3.44
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	AutoLink	https://arxiv.org/abs/2205.10636v6	NME	3.54
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	DEIL	http://arxiv.org/abs/1706.02932v2	NME	4.02
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	Deforming Autoencoders	http://arxiv.org/abs/1806.06503v1	NME	5.45
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	LatentKeypointGAN	https://arxiv.org/abs/2103.15812v5	NME	5.85
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	Thewlis2017unsupervised	http://arxiv.org/abs/1705.02193v2	NME	6.32
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	FSE	http://arxiv.org/abs/1705.02193v2	NME	6.67
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL	TCDCN	https://arxiv.org/abs/1408.3967v4	NME	7.95
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW-MTFL	DVE	https://arxiv.org/abs/1908.06427v1	NME	7.53
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW-MTFL	FSE	http://arxiv.org/abs/1705.02193v2	NME	10.53
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW-MTFL	DEIL	http://arxiv.org/abs/1706.02932v2	NME	10.99
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL Unaligned	AutoLink	https://arxiv.org/abs/2205.10636v6	NME	5.24
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL Unaligned	GANSeg	https://arxiv.org/abs/2112.01036v3	NME	6.18
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL Unaligned	IMM	http://arxiv.org/abs/1806.07823v2	NME	8.74
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL Unaligned	Lorenz2019unsupervised	https://arxiv.org/abs/1903.06946v3	NME	11.41
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL Unaligned	UPSDAS	https://arxiv.org/abs/2105.12405v1	NME	12.26
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL Unaligned	SCOPS	https://arxiv.org/abs/1905.01298v1	NME	15.01
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL Unaligned	DFF	http://arxiv.org/abs/1806.10206v5	NME	31.30
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL Unaligned	ULD	http://arxiv.org/abs/1705.02193v2	NME	31.3
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	MAFL Unaligned	LMDIS-REP	http://arxiv.org/abs/1804.04412v1	NME	40.82
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW Unaligned	UPSDAP	https://arxiv.org/abs/2105.12405v1	NME	13.13
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW Unaligned	IMM	https://arxiv.org/abs/2105.12405v1	NME	13.31
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW Unaligned	Lorenz2019unsupervised	https://arxiv.org/abs/2105.12405v1	NME	13.6
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW Unaligned	SCOPS	https://arxiv.org/abs/2105.12405v1	NME	16.05
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW (Zhang CVPR 2018 crops)	Conditional Image Generation	http://arxiv.org/abs/1806.07823v2	NME	6.31
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW (Zhang CVPR 2018 crops)	DVE	https://arxiv.org/abs/1908.06427v1	NME	6.54
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW (Zhang CVPR 2018 crops)	LMDIS-REP	http://arxiv.org/abs/1804.04412v1	NME	6.58
Facial Recognition and Modelling > Facial Landmark Detection > Unsupervised Facial Landmark Detection	AFLW (Zhang CVPR 2018 crops)	DEIL	http://arxiv.org/abs/1706.02932v2	NME	10.14
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	3D-LFM	https://arxiv.org/abs/2312.11894v2	Average MPJPE (mm)	10.44
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	Large SimpleBaseline	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	14.6
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	SemGAN	https://arxiv.org/abs/2406.01196v1	Average MPJPE (mm)	15.95
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	Jointformer	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	17.8
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	CanonPose + 3D supervision	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	17.9
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	Large SimpleBaseline	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	19.8
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	Jointformer	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	19.8
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	CPN + Jointformer	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	20.7
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	CanonPose + 3D supervision	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	22.2
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	CanonPose	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	24.6
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	SimpleBaseline	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	24.6
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	Resnet50	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	26.3
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	CanonPose	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	31.9
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	SHN + SimpleBaseline	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	32.5
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	H3WB	SimpleBaseline	https://arxiv.org/abs/2211.15692v2	Average MPJPE (mm)	34.0
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	AFLW2000-3D	JVCR	http://arxiv.org/abs/1801.09242v1	GTE	7.28
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	Urban Hyperspectral Image	Lucky Brand 13	https://aclanthology.org/2020.coling-main.519	10°5 cm	13.69
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	3DFAW	JVCR	http://arxiv.org/abs/1801.09242v1	CVGTCE	3.46
Facial Recognition and Modelling > Facial Landmark Detection > 3D Facial Landmark Localization	3DFAW	JVCR	http://arxiv.org/abs/1801.09242v1	GTE	4.35
Facial Recognition and Modelling > Face Identification	IJB-A	StyleFNM	https://arxiv.org/abs/2312.14544v1	Accuracy	94.90%
Facial Recognition and Modelling > Face Identification	IJB-A	Deep Residual Equivariant Mapping	http://arxiv.org/abs/1803.00839v1	Accuracy	94.60%
Facial Recognition and Modelling > Face Identification	IJB-A	FPN	http://arxiv.org/abs/1708.07517v2	Accuracy	91.4%
Facial Recognition and Modelling > Face Identification	MegaFace	Cos+UNPG	https://arxiv.org/abs/2203.11593v2	Accuracy	99.27%
Facial Recognition and Modelling > Face Identification	MegaFace	PartialFC + Glint360K + R100	https://arxiv.org/abs/2010.05222v2	Accuracy	99.10%
Facial Recognition and Modelling > Face Identification	MegaFace	Arc+UNPG	https://arxiv.org/abs/2203.11593v2	Accuracy	98.82%
Facial Recognition and Modelling > Face Identification	MegaFace	Prodpoly	https://arxiv.org/abs/2006.13026v2	Accuracy	98.78%
Facial Recognition and Modelling > Face Identification	MegaFace	GhostFaceNetV2-1	https://ieeexplore.ieee.org/document/10098610	Accuracy	98.64%
Facial Recognition and Modelling > Face Identification	MegaFace	ArcFace + MS1MV2 + R100 + R	https://arxiv.org/abs/1801.07698v4	Accuracy	98.35%
Facial Recognition and Modelling > Face Identification	MegaFace	Mag+UNPG	https://arxiv.org/abs/2203.11593v2	Accuracy	98.03%
Facial Recognition and Modelling > Face Identification	MegaFace	SV-AM-Softmax	http://arxiv.org/abs/1812.11317v1	Accuracy	97.2%
Facial Recognition and Modelling > Face Identification	MegaFace	CosFace	http://arxiv.org/abs/1801.09414v2	Accuracy	82.72%
Facial Recognition and Modelling > Face Identification	MegaFace	SphereFace (3-patch ensemble)	http://arxiv.org/abs/1704.08063v4	Accuracy	75.766%
Facial Recognition and Modelling > Face Identification	MegaFace	Light CNN-29	http://arxiv.org/abs/1511.02683v4	Accuracy	73.749%
Facial Recognition and Modelling > Face Identification	MegaFace	SphereFace (single model)	http://arxiv.org/abs/1704.08063v4	Accuracy	72.729%
Facial Recognition and Modelling > Face Identification	MegaFace	FaceNet	http://arxiv.org/abs/1503.03832v3	Accuracy	70.49%
Facial Recognition and Modelling > Face Identification	Trillion Pairs Dataset	SV-AM-Softmax	http://arxiv.org/abs/1812.11317v1	Accuracy	73.56
Facial Recognition and Modelling > Face Identification	Trillion Pairs Dataset	AM-Softmax	http://arxiv.org/abs/1801.05599v4	Accuracy	61.80
Facial Recognition and Modelling > Face Identification	Trillion Pairs Dataset	Arc-Softmax	https://arxiv.org/abs/1801.07698v4	Accuracy	57.48
Facial Recognition and Modelling > Face Identification	Trillion Pairs Dataset	A-Softmax	http://arxiv.org/abs/1704.08063v4	Accuracy	43.89
Facial Recognition and Modelling > Face Identification	Trillion Pairs Dataset	F-Softmax	http://arxiv.org/abs/1708.02002v2	Accuracy	39.80
Facial Recognition and Modelling > Face Identification	Trillion Pairs Dataset	HM-Softmax	http://arxiv.org/abs/1604.03540v1	Accuracy	36.75
Facial Recognition and Modelling > Face Identification	DroneSURF	CoNAN (Adaface)	https://arxiv.org/abs/2307.10237v1	Rank1	83.33
Facial Recognition and Modelling > Face Identification	DroneSURF	ProxyFusion (Adaface)	https://proceedings.neurips.cc/paper_files/paper/2024/hash/81f554467f27759e88de14ba2fbafb47-Abstract-Conference.html	Rank1	83.33
Facial Recognition and Modelling > Face Identification	DroneSURF	NAN (Adaface)	http://arxiv.org/abs/1603.05474v4	Rank1	80.21
Facial Recognition and Modelling > Face Identification	DroneSURF	MCN (Adaface)	http://arxiv.org/abs/1807.09192v1	Rank1	79.16
Facial Recognition and Modelling > Face Identification	DroneSURF	Naive Averaging (Adaface)	http://arxiv.org/abs/1312.4400v3	Rank1	46.87
Facial Recognition and Modelling > Face Identification	DroneSURF	HOG	https://arxiv.org/abs/2204.01712v1	Rank1	8.33
Facial Recognition and Modelling > Face Identification	IJB-B	FPN	http://arxiv.org/abs/1708.07517v2	Accuracy	91.1%
Facial Recognition and Modelling > Facial Inpainting	WebFace	SymmFCNet (Full)	http://arxiv.org/abs/1812.07741v1	PSNR	27.22
Facial Recognition and Modelling > Facial Inpainting	FFHQ	DMFN	https://arxiv.org/abs/2002.02609v2	LPIPS	0.0457
Facial Recognition and Modelling > Facial Inpainting	FFHQ	DMFN	https://arxiv.org/abs/2002.02609v2	PSNR	26.49
Facial Recognition and Modelling > Facial Inpainting	FFHQ	DMFN	https://arxiv.org/abs/2002.02609v2	SSIM	0.8985
Facial Recognition and Modelling > Facial Inpainting	VggFace2	SymmFCNet (Full)	http://arxiv.org/abs/1812.07741v1	PSNR	27.81
Facial Recognition and Modelling > Facial Action Unit Detection	DISFA	Norface	https://arxiv.org/abs/2407.15617v1	Average F1	72.7
Facial Recognition and Modelling > Facial Action Unit Detection	DISFA	FMAE_IAT	https://arxiv.org/abs/2407.11243v2	Average F1	70.1
Facial Recognition and Modelling > Facial Action Unit Detection	DISFA	FMAE	https://arxiv.org/abs/2407.11243v2	Average F1	68.7

Facial Recognition and Modelling > Facial Landmark Detection

AFLW-Full

FiFA

https://arxiv.org/abs/2402.15044v1

Mean NME

0.92

Facial Recognition and Modelling > Facial Landmark Detection

AFLW-Full

FiFA

https://arxiv.org/abs/2402.15044v1

NME

0.92

Facial Recognition and Modelling > Facial Landmark Detection

AFLW-Full

AnchorFace

https://arxiv.org/abs/2007.03221v3

Mean NME

1.56

Facial Recognition and Modelling > Facial Landmark Detection

AFLW-Full

AnchorFace

https://arxiv.org/abs/2007.03221v3

Mean NME

1.56

Facial Recognition and Modelling > Facial Landmark Detection

AFLW-Full

SAN

http://arxiv.org/abs/1803.04108v4

Mean NME

1.91

Facial Recognition and Modelling > Facial Landmark Detection

AFLW-Full

DCFE (Box height Norm, 19 landmarks - no earlobs)

http://openaccess.thecvf.com/content_ECCV_2018/html/Roberto_Valle_A_Deeply-initialized_Coarse-to-fine_ECCV_2018_paper.html

Mean NME

2.17

Facial Recognition and Modelling > Facial Landmark Detection

AFLW-Full

3DDE (Box height Norm, 19 landmarks - no earlobs)

https://arxiv.org/abs/1902.01831v2

Mean NME

2.01