Certified Robustness against Backdoor Attacks on MNIST (test) benchmark leaderboard · SOTA2 Research

Certified Robustness against Backdoor Attacks on MNIST (test)

1.74ACRCert-SSBD

Evaluation Results

Method	Links
Cert-SSBD2025.04		1.74	99.95	99.86	99.86	99.62	99.34	98.77	96.88	87.09
Cert-SSBD2025.04		1.73	99.95	99.86	99.86	99.72	99.43	98.82	96.64	86.95
RAB2025.04		1.53	99.95	99.91	99.86	99.72	99.34	98.72	90.26	0
RAB2025.04		1.49	99.95	99.86	99.72	99.48	99.01	94.52	0	0
Cert-SSBD2025.04		0.81	99.81	97.26	46.34	46.01	45.91	45.67	44.44	41.23
Cert-SSBD2025.04		0.79	46.29	46.24	46.15	45.91	45.82	45.01	43.22	37.92
RAB2025.04		0.68	91.96	46.24	46.01	46.01	45.86	45.25	39.72	0
RAB2025.04		0.68	46.76	46.29	46.01	46.01	45.91	45.58	41.89	0