3D Face Modelling on 300W

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

LeaderboardDataset

Loading chart...

Results

Hide extra data

#	Model↕	NME_inter-ocular (%, Challenge)▼	Extra Data	Paper	Date↕	Code
1	ASMNet	8.2	No	ASMNet: a Lightweight Deep Neural Network for Fa...	2021-02-27	Code
2	3DDFA	8.07	No	Face Alignment in Full Pose Range: A 3D Total So...	2018-04-02	Code
3	RCN	7.78	No	Improving Landmark Localization with Semi-Superv...	2017-09-05	-
4	MobileNetV2	7.35	No	ASMNet: a Lightweight Deep Neural Network for Fa...	2021-02-27	Code
5	LaplaceKL	7.01	No	Laplace Landmark Localization	2019-03-27	-
6	ODN	6.67	No	-	-	-
7	SAN	6.6	No	Style Aggregated Network for Facial Landmark Det...	2018-03-12	Code
8	AVS	6.49	No	Aggregation via Separation: Boosting Facial Land...	2019-08-18	Code
9	AnchorFace	6.19	No	AnchorFace: An Anchor-based Facial Landmark Dete...	2020-07-07	Code
10	MobileNetV2+KD-Loss	6.13	No	Facial Landmark Points Detection Using Knowledge...	2021-11-13	Code
11	SCAF	5.83	No	-	-	-
12	3FabRec	5.74	No	3FabRec: Fast Few-shot Face alignment by Reconst...	2019-11-24	Code
13	LDDMM-Face	5.4	No	LDDMM-Face: Large Deformation Diffeomorphic Metr...	2021-08-02	-
14	EF-3ACR	5.36	No	ACR Loss: Adaptive Coordinate-based Regression L...	2022-03-29	Code
15	FASE	5.3	No	-	-	-
16	DeCaFA	5.26	No	DeCaFA: Deep Convolutional Cascade for Face Alig...	2019-04-04	-
17	DCFE	5.22	No	-	-	Code
18	LAB	5.19	Yes	Look at Boundary: A Boundary-Aware Face Alignmen...	2018-05-26	Code
19	CHR2C	5.15	No	-	-	Code
20	HR-Net	5.15	No	High-Resolution Representations for Labeling Pix...	2019-04-09	Code
21	HRNet	5.15	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
22	HG-HSLE	5.03	No	-	-	-
23	SCC	4.93	No	Fast and Accurate: Structure Coherence Component...	2020-06-21	-
24	3DDE	4.92	No	Face Alignment using a 3D Deeply-initialized Ens...	2019-02-05	Code
25	SLPT	4.9	No	Sparse Local Patch Transformer for Robust Face A...	2022-03-13	Code
26	HIH	4.89	No	HIH: Towards More Accurate Face Alignment via He...	2021-04-07	Code
27	ATF	4.89	Yes	-	-	Code
28	PIPNet (ResNet-101)	4.89	No	Pixel-in-Pixel Net: Towards Efficient Facial Lan...	2020-03-08	Code
29	DAN-Menpo	4.88	No	Deep Alignment Network: A convolutional neural n...	2017-06-06	Code
30	FakeIt	4.86	Yes	Fake It Till You Make It: Face analysis in the w...	2021-09-30	-
31	CNN-CRF	4.84	No	Deep Structured Prediction for Facial Landmark D...	2020-10-18	Code
32	DenseLandmarks (GNLL)	4.8	No	3D face reconstruction with dense landmarks	2022-04-06	-
33	GRegNet + LRefNet	4.78	No	-	-	-
34	SPIGA	4.66	No	Shape Preserving Facial Landmarks with Graph Att...	2022-10-13	Code
35	BarrelNet (ResNet-101)	4.6	No	When Liebig's Barrel Meets Facial Landmark Detec...	2021-05-27	-
36	ADNet	4.58	No	ADNet: Leveraging Error-Bias Towards Normal Dire...	2021-09-13	Code
37	AWing	4.52	No	Adaptive Wing Loss for Robust Face Alignment via...	2019-04-16	Code
38	DTLD+	4.48	No	Towards Accurate Facial Landmark Detection via C...	2022-08-23	-
39	FiFA	4.47	No	Fiducial Focus Augmentation for Facial Landmark ...	2024-02-23	-
40	FaRL-B (epoch 16)	4.45	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
41	FaRL-B (epoch 64)	4.42	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
42	STAR	4.32	No	STAR Loss: Reducing Semantic Ambiguity in Facial...	2023-06-05	Code
43	SHR-FAN	4.13	Yes	Subpixel Heatmap Regression for Facial Landmark ...	2021-11-03	-
44	PropNet	3.99	No	PropagationNet: Propagate Points to Curve to Lea...	2020-06-25	-