Backdoor Detection on CIFAR-10 all-to-one (test) benchmark leaderboard · SOTA2 Research

Backdoor Detection on CIFAR-10 all-to-one (test)

96Clean Detection RateMMBD-CSO

Evaluation Results

Method	Links
MMBD-CSO2025.12		96	92	100	100	100	88	84	76	36
MLBD-CSO2025.12		96	90	100	100	100	84	66	56	32
MMBD2025.12		86	82	100	100	98	90	76	30	0
NC2025.12		72	90	100	100	82	26	44	0	0
PT-RED-CSO2025.12		72	54	100	100	100	62	12	10	10
NC-CSO2025.12		70	100	100	100	100	54	74	4	18
PT-RED2025.12		62	0	100	100	90	46	4	10	10
UNICORN2025.12		52	54	52	38	76	56	34	74	40
BTI-DBF-22025.12		40	12	60	76	48	20	32	0	0
BTI-DBF2025.12		0	72	100	100	100	34	32	4	6