Method	Evaluating Indicator	Bearing number
Method	Evaluating Indicator	B1-1	B1-2	B1-3	B2-4	B2-5	B2-6
Standard-encoder	MAE	22.64	22.88	22.51	22.81	22.73	23.07
	RMSE	26.79	27.10	26.69	27.21	26.62	27.40
	Score	0.59	0.60	0.58	0.57	0.58	0.59
Model-Without-Separable	MAE	13.02	10.50	10.53	14.12	14.63	15.16
	RMSE	15.95	13.76	14.66	17.91	19.45	18.10
	Score	0.71	0.79	0.78	0.71	0.67	0.71
Model-Without-ECA	MAE	14.55	17.47	15.58	17.23	18.14	17.86
	RMSE	18.55	21.91	19.31	21.21	21.77	23.34
	Score	0.71	0.66	0.67	0.63	0.65	0.65
Model-Without-Pulse maximum pooling	MAE	9.24	7.77	10.68	6.84	18.19	10.96
	RMSE	11.20	10.96	13.67	8.33	22.69	13.79
	Score	0.79	0.81	0.78	0.84	0.64	0.76
DANN [29]	MAE	13.3	15.3	28.4	12.0	22.7	20.6
DANN [29]	RMSE	16.0	17.2	33.5	14.3	27.5	23.3
TCN-SA [27]	MAE	10.4	13.0	9.7	5.18	13.3	10.9
	RMSE	11.3	16.9	11.7	6.42	16.1	13.8
	Score	0.87	0.80	0.81	0.91	0.78	0.83
Proposed method	MAE	6.00	5.93	4.54	6.70	12.42	10.03
	RMSE	7.59	7.43	5.81	9.10	14.95	12.36
	Score	0.85	0.85	0.85	0.85	0.70	0.77