Face Reconstruction on WFLW

Metric: AUC@10 (inter-ocular) (higher is better)

LeaderboardDataset

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Results

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#	Model↕	AUC@10 (inter-ocular)▼	Extra Data	Paper	Date↕	Code
1	SH-FAN	63.81	No	Subpixel Heatmap Regression for Facial Landmark ...	2021-11-03	-
2	D-ViT	63.7	No	Cascaded Dual Vision Transformer for Accurate Fa...	2024-11-08	Code
3	LDEQ	62.4	No	Recurrence without Recurrence: Stable Video Land...	2023-04-02	Code
4	FiFA	61.78	No	Fiducial Focus Augmentation for Facial Landmark ...	2024-02-23	-
5	PropNet	61.58	No	PropagationNet: Propagate Points to Curve to Lea...	2020-06-25	-
6	SPIGA	60.56	No	Shape Preserving Facial Landmarks with Graph Att...	2022-10-13	Code
7	STAR	60.5	No	STAR Loss: Reducing Semantic Ambiguity in Facial...	2023-06-05	Code
8	HIH	60.5	No	HIH: Towards More Accurate Face Alignment via He...	2021-04-07	Code
9	ADNet	60.22	No	ADNet: Leveraging Error-Bias Towards Normal Dire...	2021-09-13	Code
10	LOTR-HR	60.14	No	LOTR: Face Landmark Localization Using Localizat...	2021-09-21	-
11	HIH w. MSE(2-stack)	59.7	No	-	-	-
12	SLPT	59.5	No	Sparse Local Patch Transformer for Robust Face A...	2022-03-13	Code
13	AVS	59.13	No	Aggregation via Separation: Boosting Facial Land...	2019-08-18	Code
14	GRegNet + LRefNet	58.4	No	-	-	-
15	LUVLi	57.7	No	LUVLi Face Alignment: Estimating Landmarks' Loca...	2020-04-06	Code
16	AnchorFace	57.69	No	AnchorFace: An Anchor-based Facial Landmark Dete...	2020-07-07	Code
17	CHR2C	57.55	No	-	-	Code
18	AWing	57.19	No	Adaptive Wing Loss for Robust Face Alignment via...	2019-04-16	Code
19	SCC	56.66	No	Fast and Accurate: Structure Coherence Component...	2020-06-21	-
20	DeCaFA	56.3	No	DeCaFA: Deep Convolutional Cascade for Face Alig...	2019-04-04	-
21	ATPN	55.7	No	An Efficient Multitask Neural Network for Face A...	2021-03-13	-
22	3DDE	55.44	No	Face Alignment using a 3D Deeply-initialized Ens...	2019-02-05	Code
23	Wing	55.4	No	Wing Loss for Robust Facial Landmark Localisatio...	2017-11-17	Code
24	LDDMM-Face	55.09	No	LDDMM-Face: Large Deformation Diffeomorphic Metr...	2021-08-02	-
25	LAB	53.2	No	Look at Boundary: A Boundary-Aware Face Alignmen...	2018-05-26	Code
26	DVLN	45.6	No	-	-	-
27	CFSS	36.6	No	-	-	Code
28	SDM	30.02	No	-	-	-
29	ESR	27.74	No	-	-	-

#1SH-FANSOTA
63.81
AUC@10 (inter-ocular)· 2021-11-03
Subpixel Heatmap Regression for Facial Landmark Localization
#2D-ViT
63.7
AUC@10 (inter-ocular)· 2024-11-08
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection Code
#3LDEQ
62.4
AUC@10 (inter-ocular)· 2023-04-02
Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models Code
#4FiFA
61.78
AUC@10 (inter-ocular)· 2024-02-23
Fiducial Focus Augmentation for Facial Landmark Detection
#5PropNetSOTA
61.58
AUC@10 (inter-ocular)· 2020-06-25
PropagationNet: Propagate Points to Curve to Learn Structure Information
#6SPIGA
60.56
AUC@10 (inter-ocular)· 2022-10-13
Shape Preserving Facial Landmarks with Graph Attention Networks Code
#7STAR
60.5
AUC@10 (inter-ocular)· 2023-06-05
STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection Code
#8HIH
60.5
AUC@10 (inter-ocular)· 2021-04-07
HIH: Towards More Accurate Face Alignment via Heatmap in Heatmap Code
#9ADNet
60.22
AUC@10 (inter-ocular)· 2021-09-13
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment Code
#10LOTR-HR
60.14
AUC@10 (inter-ocular)· 2021-09-21
LOTR: Face Landmark Localization Using Localization Transformer
#11HIH w. MSE(2-stack)
59.7
AUC@10 (inter-ocular)
No paper
#12SLPT
59.5
AUC@10 (inter-ocular)· 2022-03-13
Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning Code
#13AVSSOTA
59.13
AUC@10 (inter-ocular)· 2019-08-18
Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Translation Code
#14GRegNet + LRefNet
58.4
AUC@10 (inter-ocular)
No paper
#15LUVLi
57.7
AUC@10 (inter-ocular)· 2020-04-06
LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood Code
#16AnchorFace
57.69
AUC@10 (inter-ocular)· 2020-07-07
AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses Code
#17CHR2C
57.55
AUC@10 (inter-ocular)
No paperCode
#18AWingSOTA
57.19
AUC@10 (inter-ocular)· 2019-04-16
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression Code
#19SCC
56.66
AUC@10 (inter-ocular)· 2020-06-21
Fast and Accurate: Structure Coherence Component for Face Alignment
#20DeCaFASOTA
56.3
AUC@10 (inter-ocular)· 2019-04-04
DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild
#21ATPN
55.7
AUC@10 (inter-ocular)· 2021-03-13
An Efficient Multitask Neural Network for Face Alignment, Head Pose Estimation and Face Tracking
#223DDESOTA
55.44
AUC@10 (inter-ocular)· 2019-02-05
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees Code
#23WingSOTA
55.4
AUC@10 (inter-ocular)· 2017-11-17
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks Code
#24LDDMM-Face
55.09
AUC@10 (inter-ocular)· 2021-08-02
LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment
#25LAB
53.2
AUC@10 (inter-ocular)· 2018-05-26
Look at Boundary: A Boundary-Aware Face Alignment Algorithm Code
#26DVLN
45.6
AUC@10 (inter-ocular)
No paper
#27CFSS
36.6
AUC@10 (inter-ocular)
No paperCode
#28SDM
30.02
AUC@10 (inter-ocular)
No paper
#29ESR
27.74
AUC@10 (inter-ocular)
No paper