3D Face Modelling on CALFW

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	DiscFace	96.15	No	-	-	-
2	Prodpoly	0.96233	No	Deep Polynomial Neural Networks	2020-06-20	Code
3	ElasticFace-Arc	0.9617	No	ElasticFace: Elastic Margin Loss for Deep Face R...	2021-09-20	Code
4	GhostFaceNetV2-1	0.9612	No	-	-	Code
5	EdgeFace - S (g=0.5)	0.9571	No	EdgeFace: Efficient Face Recognition Model for E...	2023-07-04	Code
6	PocketNetS	0.955	No	PocketNet: Extreme Lightweight Face Recognition ...	2021-08-24	Code
7	EdgeFace - XS (g=0.6)	0.9528	No	EdgeFace: Efficient Face Recognition Model for E...	2023-07-04	Code
8	SynthDistill	0.9457	No	SynthDistill: Face Recognition with Knowledge Di...	2023-08-28	Code
9	IDiff-Face	0.9065	No	IDiff-Face: Synthetic-based Face Recognition thr...	2023-08-09	Code
10	DigiFace-1M	0.8255	No	DigiFace-1M: 1 Million Digital Face Images for F...	2022-10-05	Code

#1DiscFace
96.15
Accuracy
No paper
#2ProdpolySOTA
0.96233
Accuracy· 2020-06-20
Deep Polynomial Neural Networks Code
#3ElasticFace-Arc
0.9617
Accuracy· 2021-09-20
ElasticFace: Elastic Margin Loss for Deep Face Recognition Code
#4GhostFaceNetV2-1
0.9612
Accuracy
No paperCode
#5EdgeFace - S (g=0.5)
0.9571
Accuracy· 2023-07-04
EdgeFace: Efficient Face Recognition Model for Edge Devices Code
#6PocketNetS
0.955
Accuracy· 2021-08-24
PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation Code
#7EdgeFace - XS (g=0.6)
0.9528
Accuracy· 2023-07-04
EdgeFace: Efficient Face Recognition Model for Edge Devices Code
#8SynthDistill
0.9457
Accuracy· 2023-08-28
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data Code
#9IDiff-Face
0.9065
Accuracy· 2023-08-09
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Code
#10DigiFace-1M
0.8255
Accuracy· 2022-10-05
DigiFace-1M: 1 Million Digital Face Images for Face Recognition Code