Facial Recognition and Modelling 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