TABLE 6.

The performance evaluation of TPP-I task.

		ACC a , b	REC	PRE	F1	AUC
McPAS -TCR	ERGO-LSTM	0.748 ± 0.004	0.747 ± 0.013	0.748 ± 0.007	0.747 ± 0.006	0.831 ± 0.005
	ERGO-AE	0.734 ± 0.004	0.696 ± 0.020	0.754 ± 0.009	0.722 ± 0.008	0.808 ± 0.004
	ImRex	0.631 ± 0.003	0.625 ± 0.005	0.648 ± 0.005	0.636 ± 0.004	0.694 ± 0.003
	DLpTCR	0.502 ± 0.003	0.500 ± 0.004	0.861 ± 0.003	0.633 ± 0.003	0.529 ± 0.004
	NetTCR-2.0	0.728 ± 0.004	0.734 ± 0.010	0.715 ± 0.018	0.722 ± 0.006	0.799 ± 0.004
	AttnTAP	0.758 ± 0.003	0.769 ± 0.013	0.752 ± 0.007	0.760 ± 0.005	0.840 ± 0.003
VDJdb	ERGO-LSTM	0.834 ± 0.003	0.790 ± 0.004	0.864 ± 0.004	0.825 ± 0.003	0.889 ± 0.003
	ERGO-AE	0.837 ± 0.003	0.798 ± 0.006	0.864 ± 0.006	0.829 ± 0.004	0.891 ± 0.003
	ImRex	0.561 ± 0.004	0.556 ± 0.005	0.571 ± 0.006	0.564 ± 0.005	0.598 ± 0.004
	DLpTCR	0.482 ± 0.005	0.487 ± 0.004	0.861 ± 0.004	0.622 ± 0.004	0.503 ± 0.005
	NetTCR-2.0	0.832 ± 0.003	0.851 ± 0.008	0.802 ± 0.007	0.826 ± 0.003	0.890 ± 0.002
	AttnTAP	0.839 ± 0.003	0.801 ± 0.006	0.865 ± 0.004	0.831 ± 0.003	0.894 ± 0.002

^aThe results show 95% confidence intervals for all the validations (totally 30 validations for each cross-validation).

^bAbbreviations: ACC: accuracy; REC: recall; PRE: precision; F1: F1 score; AUC: area under the receiver operating characteristic curve.