notesum.ai

Published at December 6

cs.LG

Released Date: December 6, 2024

Authors: Qunhang Fu¹, Fei Wang¹, Mengdie Zhu¹, Han Ding¹, Jinsong Han², Tony Xiao Han³

Aff.: ¹Xi'an Jiaotong University; ²Zhejiang University; ³Huawei Technologies Co. Ltd.

User1	Method	C1 $\sim$ C15	+C16 $\sim$ C25	+C26 $\sim$ C35	+C36 $\sim$ C45	+C46 $\sim$ C55
RFID	Baseline	75.96	32.82	20.24	17.42	13.43
	iCaRL	75.85	48.87	33.29	30.54	26.67
	UCIR	74.30	49.38	34.51	31.94	27.71
	BiC	73.81	55.02	36.56	24.31	23.55
	OneFi	58.81	14.44	7.21	5.75	6.47
	Ours	75.96	58.56	44.89	38.23	34.01
Wi-Fi	Baseline	95.07	39.09	26.54	20.86	18.33
	iCaRL	94.85	72.51	65.86	56.01	56.57
	UCIR	94.89	79.4	71.37	58.85	60.2
	BiC	93.37	74.13	58.63	52.58	53.67
	OneFi	84.30	20.24	10.40	10.32	8.64
	Ours	95.07	83.56	75.48	64.12	65.10
mmWave	Baseline	91.11	38.29	25.24	20.47	17.47
	iCaRL	91.70	77.58	68.33	58.48	56.58
	UCIR	91.41	80.60	72.38	64.48	63.45
	BiC	91.30	79.29	73.33	66.59	59.99
	OneFi	84.37	31.87	15.13	12.27	11.97
	Ours	93.07	87.49	81.16	69.35	69.19