Face Reconstruction on 300W

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

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#	Model↕	NME_inter-ocular (%, Common)▼	Extra Data	Paper	Date↕	Code
1	3DDFA	5.09	No	Face Alignment in Full Pose Range: A 3D Total So...	2018-04-02	Code
2	ASMNet	4.82	No	ASMNet: a Lightweight Deep Neural Network for Fa...	2021-02-27	Code
3	RCN	4.2	No	Improving Landmark Localization with Semi-Superv...	2017-09-05	-
4	MobileNetV2	3.88	No	ASMNet: a Lightweight Deep Neural Network for Fa...	2021-02-27	Code
5	MobileNetV2+KD-Loss	3.56	No	Facial Landmark Points Detection Using Knowledge...	2021-11-13	Code
6	ODN	3.56	No	-	-	-
7	SCAF	3.48	No	-	-	-
8	EF-3ACR	3.36	No	ACR Loss: Adaptive Coordinate-based Regression L...	2022-03-29	Code
9	3FabRec	3.36	No	3FabRec: Fast Few-shot Face alignment by Reconst...	2019-11-24	Code
10	SAN	3.34	No	Style Aggregated Network for Facial Landmark Det...	2018-03-12	Code
11	LaplaceKL	3.28	No	Laplace Landmark Localization	2019-03-27	-
12	AVS	3.21	No	Aggregation via Separation: Boosting Facial Land...	2019-08-18	Code
13	AnchorFace	3.12	No	AnchorFace: An Anchor-based Facial Landmark Dete...	2020-07-07	Code
14	DAN-Menpo	3.09	No	Deep Alignment Network: A convolutional neural n...	2017-06-06	Code
15	FakeIt	3.09	Yes	Fake It Till You Make It: Face analysis in the w...	2021-09-30	-
16	LDDMM-Face	3.07	No	LDDMM-Face: Large Deformation Diffeomorphic Metr...	2021-08-02	-
17	DenseLandmarks (GNLL)	3.03	No	3D face reconstruction with dense landmarks	2022-04-06	-
18	LAB	2.98	Yes	Look at Boundary: A Boundary-Aware Face Alignmen...	2018-05-26	Code
19	FASE	2.97	No	-	-	-
20	CNN-CRF	2.93	No	Deep Structured Prediction for Facial Landmark D...	2020-10-18	Code
21	DeCaFA	2.93	No	DeCaFA: Deep Convolutional Cascade for Face Alig...	2019-04-04	-
22	SCC	2.88	No	Fast and Accurate: Structure Coherence Component...	2020-06-21	-
23	HR-Net	2.87	No	High-Resolution Representations for Labeling Pix...	2019-04-09	Code
24	HRNet	2.87	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
25	HG-HSLE	2.85	No	-	-	-
26	CHR2C	2.85	No	-	-	Code
27	PIPNet (ResNet-101)	2.78	No	Pixel-in-Pixel Net: Towards Efficient Facial Lan...	2020-03-08	Code
28	DCFE	2.76	No	-	-	Code
29	ATF	2.75	Yes	-	-	Code
30	SLPT	2.75	No	Sparse Local Patch Transformer for Robust Face A...	2022-03-13	Code
31	BarrelNet (ResNet-101)	2.73	No	When Liebig's Barrel Meets Facial Landmark Detec...	2021-05-27	-
32	AWing	2.72	No	Adaptive Wing Loss for Robust Face Alignment via...	2019-04-16	Code
33	GRegNet + LRefNet	2.71	No	-	-	-
34	3DDE	2.69	No	Face Alignment using a 3D Deeply-initialized Ens...	2019-02-05	Code
35	PropNet	2.67	No	PropagationNet: Propagate Points to Curve to Lea...	2020-06-25	-
36	HIH	2.65	No	HIH: Towards More Accurate Face Alignment via He...	2021-04-07	Code
37	SHR-FAN	2.61	Yes	Subpixel Heatmap Regression for Facial Landmark ...	2021-11-03	-
38	DTLD+	2.6	No	Towards Accurate Facial Landmark Detection via C...	2022-08-23	-
39	SPIGA	2.59	No	Shape Preserving Facial Landmarks with Graph Att...	2022-10-13	Code
40	FaRL-B (epoch 16)	2.56	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code
41	ADNet	2.53	No	ADNet: Leveraging Error-Bias Towards Normal Dire...	2021-09-13	Code
42	STAR	2.52	No	STAR Loss: Reducing Semantic Ambiguity in Facial...	2023-06-05	Code
43	FiFA	2.51	No	Fiducial Focus Augmentation for Facial Landmark ...	2024-02-23	-
44	FaRL-B (epoch 64)	2.5	Yes	General Facial Representation Learning in a Visu...	2021-12-06	Code