3D Face Modelling on 300W

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

LeaderboardDataset

Loading chart...

Results

Hide extra data

Sort:

#	Model↕	NME_inter-pupil (%, Challenge)▼	Extra Data	Paper	Date↕	Code
1	3DDFA	10.59	No	Face Alignment in Full Pose Range: A 3D Total So...	2018-04-02	Code
2	SIR-LAN	8.14	No	Facial Landmarks Detection by Self-Iterative Reg...	2018-03-18	-
3	DCFE	7.54	No	-	-	Code
4	CHR2C	7.44	No	-	-	Code
5	Wing	7.18	No	Wing Loss for Robust Facial Landmark Localisatio...	2017-11-17	Code
6	3DDE	7.1	No	Face Alignment using a 3D Deeply-initialized Ens...	2019-02-05	Code
7	DAN-Menpo	7.05	No	Deep Alignment Network: A convolutional neural n...	2017-06-06	Code
8	CNN-CRF	6.98	No	Deep Structured Prediction for Facial Landmark D...	2020-10-18	Code
9	LAB	6.98	Yes	Look at Boundary: A Boundary-Aware Face Alignmen...	2018-05-26	Code
10	GRegNet + LRefNet	6.89	No	-	-	-
11	SPIGA	6.73	No	Shape Preserving Facial Landmarks with Graph Att...	2022-10-13	Code
12	AWing	6.52	No	Adaptive Wing Loss for Robust Face Alignment via...	2019-04-16	Code
13	ADNet	6.47	No	ADNet: Leveraging Error-Bias Towards Normal Dire...	2021-09-13	Code
14	FaRL-B (epoch 16)	6.42	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
15	FaRL-B (epoch 64)	6.38	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
16	HGs + SA + Norm + GHCU	6.38	No	Semantic Alignment: Finding Semantically Consist...	2019-03-26	-
17	STAR	6.22	No	STAR Loss: Reducing Semantic Ambiguity in Facial...	2023-06-05	Code
18	PropNet	5.75	No	PropagationNet: Propagate Points to Curve to Lea...	2020-06-25	-

#13DDFASOTA
10.59
NME_inter-pupil (%, Challenge)· 2018-04-02
Face Alignment in Full Pose Range: A 3D Total Solution Code
#2SIR-LANSOTA
8.14
NME_inter-pupil (%, Challenge)· 2018-03-18
Facial Landmarks Detection by Self-Iterative Regression based Landmarks-Attention Network
#3DCFE
7.54
NME_inter-pupil (%, Challenge)
No paperCode
#4CHR2C
7.44
NME_inter-pupil (%, Challenge)
No paperCode
#5WingSOTA
7.18
NME_inter-pupil (%, Challenge)· 2017-11-17
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks Code
#63DDE
7.1
NME_inter-pupil (%, Challenge)· 2019-02-05
Face Alignment using a 3D Deeply-initialized Ensemble of Regression Trees Code
#7DAN-MenpoSOTA
7.05
NME_inter-pupil (%, Challenge)· 2017-06-06
Deep Alignment Network: A convolutional neural network for robust face alignment Code
#8CNN-CRF
6.98
NME_inter-pupil (%, Challenge)· 2020-10-18
Deep Structured Prediction for Facial Landmark Detection Code
#9LAB
6.98
NME_inter-pupil (%, Challenge)· Extra Data· 2018-05-26
Look at Boundary: A Boundary-Aware Face Alignment Algorithm Code
#10GRegNet + LRefNet
6.89
NME_inter-pupil (%, Challenge)
No paper
#11SPIGA
6.73
NME_inter-pupil (%, Challenge)· 2022-10-13
Shape Preserving Facial Landmarks with Graph Attention Networks Code
#12AWing
6.52
NME_inter-pupil (%, Challenge)· 2019-04-16
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression Code
#13ADNet
6.47
NME_inter-pupil (%, Challenge)· 2021-09-13
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment Code
#14FaRL-B (epoch 16)
6.42
NME_inter-pupil (%, Challenge)· Extra Data· 2021-12-06
General Facial Representation Learning in a Visual-Linguistic Manner Code
#15FaRL-B (epoch 64)
6.38
NME_inter-pupil (%, Challenge)· Extra Data· 2021-12-06
General Facial Representation Learning in a Visual-Linguistic Manner Code
#16HGs + SA + Norm + GHCU
6.38
NME_inter-pupil (%, Challenge)· 2019-03-26
Semantic Alignment: Finding Semantically Consistent Ground-truth for Facial Landmark Detection
#17STAR
6.22
NME_inter-pupil (%, Challenge)· 2023-06-05
STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection Code
#18PropNet
5.75
NME_inter-pupil (%, Challenge)· 2020-06-25
PropagationNet: Propagate Points to Curve to Learn Structure Information