KPRPE : KeyPoint Relative Position Encoding for Face Recognition

• Official repository for KeyPoint Relative Position Encoding for Face Recognition (CVPR 2024)

The code for training a new model and evaluating pretrained ViT-KPRPE is released at CVLFace.

Face Recognition Performance Board

Arch	Loss	Dataset	Link	AVG	LFW	CPFLW	CFPFP	CALFW	AGEDB	IJBB@0.01	IJBC@0.01	TinyFace R1	TinyFace R5
ViT KPRPE [1]	AdaFace [2]	WebFace12M	To be released on Aug.	93.13	99.82	95.65	99.30	95.93	98.10	96.55	97.82	76.10	78.92
ViT KPRPE [1]	AdaFace [2]	WebFace4M	🤗	92.76	99.83	95.40	99.01	96.00	97.67	95.56	97.13	75.75	78.49
ViT [1]	AdaFace [2]	WebFace4M	🤗	92.48	99.80	94.97	98.94	96.03	97.48	95.60	97.14	74.79	77.58
IR101 [3]	AdaFace [2]	WebFace12M	🤗	92.13	99.82	94.57	99.24	96.12	98.00	96.46	97.72	72.42	74.81
IR101 [3]	AdaFace [2]	WebFace4M	🤗	91.98	99.83	94.63	99.27	96.05	97.90	96.10	97.46	72.13	74.49
IR101 [3]	Arc-Face [3]	WebFace4M	🤗	91.76	99.78	94.35	99.21	96.00	97.95	95.83	97.30	71.03	74.41
IR101 [3]	AdaFace [2]	MS1MV3	🤗	90.99	99.83	93.92	99.09	96.02	98.18	95.82	97.05	67.95	71.03
IR101 [3]	AdaFace [2]	MS1MV2	🤗	90.90	99.80	93.53	98.61	96.12	98.05	95.59	96.81	68.11	71.49
IR50 [3]	AdaFace [2]	MS1MV2	🤗	89.96	99.85	92.85	98.09	96.07	97.85	94.86	96.20	64.99	68.88
IR50 [3]	AdaFace [2]	WebFace4M	🤗	91.48	99.78	94.17	98.99	95.98	97.78	95.49	97.01	70.20	73.93
IR50 [3]	AdaFace [2]	CASIA	🤗	77.43	99.37	90.02	97.04	93.43	94.40	46.04	52.97	59.44	64.14
IR18 [3]	AdaFace [2]	WebFace4M	🤗	89.55	99.58	92.28	97.80	95.52	96.48	92.75	94.79	66.07	70.71
IR18 [3]	AdaFace [2]	VGG2	🤗	88.12	99.53	91.73	97.64	93.90	94.07	90.07	92.40	64.62	69.15
IR18 [3]	AdaFace [2]	CASIA	🤗	72.40	99.22	87.00	94.93	92.65	92.68	30.36	37.10	56.20	61.43