Backdoor Defense on ImageNette benchmark leaderboard · SOTA2 Research

Backdoor Defense on ImageNette

0.67AERCert-SSBD

Evaluation Results

Method	Links
Cert-SSBD2025.04		0.67	94.9	86.82	77	55.22	34.52	20.22	5.76	0
Cert-SSBD2025.04		0.64	95.2	86.36	72.5	45.08	32.1	17.36	5.08	0
Cert-SSBD2025.04		0.64	94.94	83.46	58.66	46.3	34.52	20.22	5.76	0
RAB2025.04		0.49	94.62	74.18	52.6	35.42	14.6	0	0	0
Cert-SSBD2025.04		0.49	49	42.48	36.76	26.26	19.08	11.44	4	0
RAB2025.04		0.48	94.8	73.94	52.26	33.36	13.26	0	0	0
Cert-SSBD2025.04		0.48	49.1	42.86	38.96	34.48	27.62	19.06	6.74	0
RAB2025.04		0.47	94.78	74.32	51.44	33.02	12.62	0	0	0
Cert-SSBD2025.04		0.44	52.72	46.86	38.24	30.64	22.54	13.64	4.26	0
Cert-SSBD2025.04		0.41	56.88	49.42	39.58	28.4	20.78	11.86	3.28	0
Cert-SSBD2025.04		0.36	50.58	42.02	32.24	24.02	16.58	8.92	2.7	0
Cert-SSBD2025.04		0.36	48.7	43.96	38.06	26.66	16.58	9.48	3.42	0
RAB2025.04		0.27	48.4	39.78	30.3	20.3	8.22	0	0	0
RAB2025.04		0.27	48.72	40.14	29.62	19.02	7.16	0	0	0
RAB2025.04		0.26	48.68	40.1	29	18.32	7.1	0	0	0
RAB2025.04		0.01	7.76	3.88	1.68	0.04	0	0	0	0
RAB2025.04		0.01	6.52	2.84	1.04	0.48	0	0	0	0
RAB2025.04		0.01	6.64	3.2	1.36	0.32	0	0	0	0