Table 5.

Performance comparison of single model and integrated framework on CSC dataset.

Methods		Acc (%)		Spe (%)		Sen (%)		F1 (%)
		Base	Impro	Base	Impro	Base	Impro	Base	Impro
5-way 3-shot	CSC-U	94.90	95.09	96.32	96.08	79.40	84.25	72.30	74.20
	CSC-D	94.52	94.46	96.08	95.56	77.48	82.45	70.33	71.38
	CSC-S	93.93	94.19	94.91	94.83	83.23	87.21	69.68	71.55
	CSC-C	94.06	94.82	96.57	96.96	66.63	71.45	65.30	69.83
4-way 3-shot	CSC-U	95.01	95.32	96.47	96.58	79.07	81.53	72.65	74.48
	CSC-D	94.74	94.57	96.39	96.09	76.67	77.98	70.96	70.67
	CSC-S	93.83	94.84	94.79	95.90	83.31	83.30	69.35	73.03
	CSC-C	94.26	94.87	96.77	96.94	66.90	72.28	66.17	70.28
3-way 3-shot	CSC-U	95.07	95.19	96.62	96.34	78.09	82.63	72.64	74.24
	CSC-D	94.60	94.49	96.39	96.07	74.98	77.23	69.94	70.16
	CSC-S	94.29	94.54	95.37	95.31	82.47	86.06	70.78	72.53
	CSC-C	94.12	94.77	96.91	96.67	63.61	73.93	64.45	70.31
3-way 4-shot	CSC-U	95.18	95.06	96.76	96.10	77.82	83.72	73.01	73.97
	CSC-D	94.72	94.27	96.43	95.49	76.05	80.84	70.73	70.27
	CSC-S	94.43	94.43	95.66	95.17	81.02	86.35	70.93	72.22
	CSC-C	94.23	94.83	97.03	97.05	63.53	70.56	64.85	69.60
3-way 5-shot	CSC-U	94.85	94.67	96.17	95.45	80.33	86.19	72.33	73.06
	CSC-D	94.36	93.93	95.93	94.86	77.21	83.68	69.66	69.79
	CSC-S	93.92	93.77	94.79	94.23	84.40	88.78	69.95	70.50
	CSC-C	94.07	94.78	96.44	96.56	68.16	75.35	65.84	70.77

The bold values indicate the maximum value of the corresponding metric in the manuscript.