3D on 300W

Metric: NME_inter-pupil (%, Common) (higher is better)

LeaderboardDataset

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#	Model↕	NME_inter-pupil (%, Common)▼	Augmentations	Paper	Date↕	Code
1	3DDFA	6.15	No	Face Alignment in Full Pose Range: A 3D Total So...	2018-04-02	Code
2	DAN-Menpo	4.29	No	Deep Alignment Network: A convolutional neural n...	2017-06-06	Code
3	SIR-LAN	4.29	No	Facial Landmarks Detection by Self-Iterative Reg...	2018-03-18	-
4	CNN-CRF	4.06	No	Deep Structured Prediction for Facial Landmark D...	2020-10-18	Code
5	CHR2C	3.96	No	-	-	Code
6	DCFE	3.83	No	-	-	Code
7	AWing	3.77	No	Adaptive Wing Loss for Robust Face Alignment via...	2019-04-16	Code
8	GRegNet + LRefNet	3.76	No	-	-	-
9	3DDE	3.73	No	Face Alignment using a 3D Deeply-initialized Ens...	2019-02-05	Code
10	PropNet	3.7	No	PropagationNet: Propagate Points to Curve to Lea...	2020-06-25	-
11	SPIGA	3.59	No	Shape Preserving Facial Landmarks with Graph Att...	2022-10-13	Code
12	FaRL-B (epoch 16)	3.53	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
13	ADNet	3.51	No	ADNet: Leveraging Error-Bias Towards Normal Dire...	2021-09-13	Code
14	STAR	3.5	No	STAR Loss: Reducing Semantic Ambiguity in Facial...	2023-06-05	Code
15	FaRL-B (epoch 64)	3.46	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
16	HGs + SA + Norm + GHCU	3.45	No	Semantic Alignment: Finding Semantically Consist...	2019-03-26	-
17	LAB	3.42	Yes	Look at Boundary: A Boundary-Aware Face Alignmen...	2018-05-26	Code
18	Wing	3.27	No	Wing Loss for Robust Facial Landmark Localisatio...	2017-11-17	Code

#13DDFASOTA
6.15
NME_inter-pupil (%, Common)· 2018-04-02
Face Alignment in Full Pose Range: A 3D Total Solution Code
#2DAN-MenpoSOTA
4.29
NME_inter-pupil (%, Common)· 2017-06-06
Deep Alignment Network: A convolutional neural network for robust face alignment Code
#3SIR-LAN
4.29
NME_inter-pupil (%, Common)· 2018-03-18
Facial Landmarks Detection by Self-Iterative Regression based Landmarks-Attention Network
#4CNN-CRF
4.06
NME_inter-pupil (%, Common)· 2020-10-18
Deep Structured Prediction for Facial Landmark Detection Code
#5CHR2C
3.96
NME_inter-pupil (%, Common)
No paperCode
#6DCFE
3.83
NME_inter-pupil (%, Common)
No paperCode
#7AWing
3.77
NME_inter-pupil (%, Common)· 2019-04-16
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression Code
#8GRegNet + LRefNet
3.76
NME_inter-pupil (%, Common)
No paper
#93DDE
3.73
NME_inter-pupil (%, Common)· 2019-02-05
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees Code
#10PropNet
3.7
NME_inter-pupil (%, Common)· 2020-06-25
PropagationNet: Propagate Points to Curve to Learn Structure Information
#11SPIGA
3.59
NME_inter-pupil (%, Common)· 2022-10-13
Shape Preserving Facial Landmarks with Graph Attention Networks Code
#12FaRL-B (epoch 16)
3.53
NME_inter-pupil (%, Common)· Augmentations· 2021-12-06
General Facial Representation Learning in a Visual-Linguistic Manner Code
#13ADNet
3.51
NME_inter-pupil (%, Common)· 2021-09-13
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment Code
#14STAR
3.5
NME_inter-pupil (%, Common)· 2023-06-05
STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection Code
#15FaRL-B (epoch 64)
3.46
NME_inter-pupil (%, Common)· Augmentations· 2021-12-06
General Facial Representation Learning in a Visual-Linguistic Manner Code
#16HGs + SA + Norm + GHCU
3.45
NME_inter-pupil (%, Common)· 2019-03-26
Semantic Alignment: Finding Semantically Consistent Ground-truth for Facial Landmark Detection
#17LAB
3.42
NME_inter-pupil (%, Common)· Augmentations· 2018-05-26
Look at Boundary: A Boundary-Aware Face Alignment Algorithm Code
#18Wing
3.27
NME_inter-pupil (%, Common)· 2017-11-17
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks Code