3D Face Reconstruction on LFW

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	GhostFaceNetV2-1 (MS1MV3)	0.998667	Yes	-	-	Code
2	SymFace + AdaFace + ResNet100 +WebFace (MS1MV2)	0.9985	Yes	SymFace: Additional Facial Symmetry Loss for Dee...	2024-09-18	-
3	Prodpoly	0.99833	Yes	Deep Polynomial Neural Networks	2020-06-20	Code
4	DiscFace	0.9983	Yes	-	-	-
5	ArcFace + MS1MV2 + R100	0.9983	Yes	AdaFace: Quality Adaptive Margin for Face Recogn...	2022-04-03	Code
6	DCQ	0.998	Yes	Dynamic Class Queue for Large Scale Face Recogni...	2021-05-24	Code
7	AdaFace + WebFace4M + R100	0.998	Yes	AdaFace: Quality Adaptive Margin for Face Recogn...	2022-04-03	Code
8	EdgeFace - S (g=0.5)	0.9978	Yes	EdgeFace: Efficient Face Recognition Model for E...	2023-07-04	Code
9	EdgeFace - S (g=0.5)	0.9978	No	EdgeFace: Efficient Face Recognition Model for E...	2023-07-04	Code
10	CircleLoss	0.9973	Yes	Circle Loss: A Unified Perspective of Pair Simil...	2020-02-25	Code
11	FaceTransformer+OctupletLoss	0.9973	Yes	Octuplet Loss: Make Face Recognition Robust to I...	2022-07-14	Code
12	EdgeFace - XS (g=0.6)	0.9973	No	EdgeFace: Efficient Face Recognition Model for E...	2023-07-04	Code
13	EdgeFace - XS (g=0.6)	0.9973	No	EdgeFace: Efficient Face Recognition Model for E...	2023-07-04	Code
14	PocketNetS	0.9966	No	PocketNet: Extreme Lightweight Face Recognition ...	2021-08-24	Code
15	Seesaw-shuffleFaceNet(mobi)	0.9965	No	SeesawFaceNets: sparse and robust face verificat...	2019-08-24	Code
16	MixFaceNet-S	0.996	No	MixFaceNets: Extremely Efficient Face Recognitio...	2021-07-27	Code
17	SynthDistill	0.9952	No	SynthDistill: Face Recognition with Knowledge Di...	2023-08-28	Code
18	MobileFaceNet	0.9928	No	MobileFaceNets: Efficient CNNs for Accurate Real...	2018-04-20	Code
19	QMagFace	0.985	No	QMagFace: Simple and Accurate Quality-Aware Face...	2021-11-26	Code
20	IDiff-Face	0.98	No	IDiff-Face: Synthetic-based Face Recognition thr...	2023-08-09	Code
21	DigiFace-1M	0.9617	No	DigiFace-1M: 1 Million Digital Face Images for F...	2022-10-05	Code
22	OcularAI-Face	0.945	No	MagicEye: An Intelligent Wearable Towards Indepe...	2023-03-24	Code

#1GhostFaceNetV2-1 (MS1MV3)
0.998667
Accuracy· Extra Data
No paperCode
#2SymFace + AdaFace + ResNet100 +WebFace (MS1MV2)SOTA
0.9985
Accuracy· Extra Data· 2024-09-18
SymFace: Additional Facial Symmetry Loss for Deep Face Recognition
#3ProdpolySOTA
0.99833
Accuracy· Extra Data· 2020-06-20
Deep Polynomial Neural Networks Code
#4DiscFace
0.9983
Accuracy· Extra Data
No paper
#5ArcFace + MS1MV2 + R100
0.9983
Accuracy· Extra Data· 2022-04-03
AdaFace: Quality Adaptive Margin for Face Recognition Code
#6DCQ
0.998
Accuracy· Extra Data· 2021-05-24
Dynamic Class Queue for Large Scale Face Recognition In the Wild Code
#7AdaFace + WebFace4M + R100
0.998
Accuracy· Extra Data· 2022-04-03
AdaFace: Quality Adaptive Margin for Face Recognition Code
#8EdgeFace - S (g=0.5)
0.9978
Accuracy· Extra Data· 2023-07-04
EdgeFace: Efficient Face Recognition Model for Edge Devices Code
#9EdgeFace - S (g=0.5)
0.9978
Accuracy· 2023-07-04
EdgeFace: Efficient Face Recognition Model for Edge Devices Code
#10CircleLossSOTA
0.9973
Accuracy· Extra Data· 2020-02-25
Circle Loss: A Unified Perspective of Pair Similarity Optimization Code
#11FaceTransformer+OctupletLoss
0.9973
Accuracy· Extra Data· 2022-07-14
Octuplet Loss: Make Face Recognition Robust to Image Resolution Code
#12EdgeFace - XS (g=0.6)
0.9973
Accuracy· 2023-07-04
EdgeFace: Efficient Face Recognition Model for Edge Devices Code
#13EdgeFace - XS (g=0.6)
0.9973
Accuracy· 2023-07-04
EdgeFace: Efficient Face Recognition Model for Edge Devices Code
#14PocketNetS
0.9966
Accuracy· 2021-08-24
PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation Code
#15Seesaw-shuffleFaceNet(mobi)SOTA
0.9965
Accuracy· 2019-08-24
SeesawFaceNets: sparse and robust face verification model for mobile platform Code
#16MixFaceNet-S
0.996
Accuracy· 2021-07-27
MixFaceNets: Extremely Efficient Face Recognition Networks Code
#17SynthDistill
0.9952
Accuracy· 2023-08-28
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data Code
#18MobileFaceNetSOTA
0.9928
Accuracy· 2018-04-20
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices Code
#19QMagFace
0.985
Accuracy· 2021-11-26
QMagFace: Simple and Accurate Quality-Aware Face Recognition Code
#20IDiff-Face
0.98
Accuracy· 2023-08-09
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Code
#21DigiFace-1M
0.9617
Accuracy· 2022-10-05
DigiFace-1M: 1 Million Digital Face Images for Face Recognition Code
#22OcularAI-Face
0.945
Accuracy· 2023-03-24
MagicEye: An Intelligent Wearable Towards Independent Living of Visually Impaired Code