Backdoor Defense on CIFAR-10 (Trigger Specific Metrics) benchmark leaderboard · SOTA2 Research

Backdoor Defense on CIFAR-10 (Trigger Specific Metrics)

95.07BadNet C-AccClean

Evaluation Results

Method	Links
Clean2024.10		95.07	0.57	95.07	0.9	95.07	0.61	95.07	0.81
Clean2024.10		94.37	0.2	95.02	8.12	94.29	1.26	94.93	1.33
Attack2024.10		93.73	100	94.28	100	94.31	98.71	85.8	100
FST2024.10		93.41	0.07	93.81	0.08	93.86	0.08	92.43	3.44
FST2024.10		93.38	100	93.77	99.96	93.53	93.91	92.27	73.68
ANP2024.10		93.29	0.6	94.2	0.07	93.9	2.14	84.72	0
BAU2024.10		92.96	100	93.19	99.99	93.38	97.32	91.87	99.49
EP2024.10		92.78	0.93	93.34	1.52	93.1	0.71	92.12	0.16
ANP2024.10		92.74	100	93.77	76.96	93.42	91.92	92	91.41
SAM2024.10		92.63	1.5	92.64	0.79	91.7	4.01	91.81	4.78
PAM2024.10		92.43	1.73	92.63	0.22	92.89	1.37	91.06	2.31
SAM2024.10		92.4	100	92.73	32.16	91.39	81.59	91.73	98.91
BTI2024.10		92.36	1.69	93.17	0.67	93.16	2.09	91.84	1.59
EP2024.10		92.17	1.58	93.06	4.78	92.04	3.7	91.79	2.03
BAU2024.10		91.85	0.82	92.76	5.2	91.99	6.2	91.8	3.89
PAM2024.10		91.77	1.47	91.85	7.44	92.01	2.63	90.98	3.37
BTI2024.10		91.14	100	92.44	83.43	92.48	93.82	91.94	91.93