Runtime Backdoor Mitigation on CIFAR-10 benchmark leaderboard · SOTA2 Research

Runtime Backdoor Mitigation on CIFAR-10

29.44FIRE PA (Pos 1) (%)FIRE

Evaluation Results

Method	Links
FIRE2026.02		29.44	—	—	—	78.22	—	213.6	11.8
FIRE2026.02		29.44	—	—	—	67.67	—	220.4	12
FIRE2026.02		29.11	—	—	—	82.89	—	210.8	21.1
FIRE2026.02		26.89	—	—	—	61.78	—	205.5	20.4
FIRE2026.02		26.78	—	—	—	88.67	—	208.5	22.1
FIRE2026.02		25.44	—	—	—	64	—	222	12.1
FIRE2026.02		25.44	—	—	—	71.11	—	209.4	21.8
FIRE2026.02		24.56	—	—	—	72.11	—	214.4	12.1
FIRE2026.02		22.56	—	—	—	86.22	—	223.7	14
FIRE2026.02		21.11	—	—	—	71.33	—	221.1	23.2
FIRE2026.02		19.78	—	—	—	78.44	—	212.1	24.2
FIRE2026.02		17.56	—	—	—	71.44	—	219.2	16.8
FIRE2026.02		13.33	—	—	—	50.78	—	209.5	26.2
FIRE2026.02		3.78	—	—	—	69.78	—	228.5	15.2
No Defense2026.02		—	91.86	5.27	—	—	—	—	—
ZIP2026.02		—	—	—	27.19	—	1,408	—	—