Backdoor detection on CIFAR-10 imbalanced µ=0.9, ρ=100 (test) benchmark leaderboard · SOTA2 Research

Backdoor detection on CIFAR-10 imbalanced µ=0.9, ρ=100 (test)

100Badnets TPRRPP

Evaluation Results

Method	Links
RPP2026.01		100	9.2	79.9	16.3	75	3.4	73.9	12.9	52.2	11.1	70.3	24.9	59.2	3.8	66.1	15.9	69.2	15.4	67.4	18.7
SCALE-UP2026.01		90.7	45.3	52	41.8	52.1	20.2	48.9	10.8	63.7	32.9	50.1	24.6	76.3	42.1	47.1	22.6	33.3	30.5	19.8	17.4
IBD-PSC2026.01		85.4	12	74.7	17.5	47.1	22.9	69.5	16.7	58.8	19.5	63.4	20.3	44.7	15.8	58.9	16.6	63.1	21.4	61.4	29.7
TED2026.01		76.9	9.3	71.4	16.3	38.7	22.6	70.3	20.4	60.7	20.1	54.3	17.7	61.2	16.9	50.5	20	49.4	22.3	65.5	19.5
BBCaL2026.01		67.6	29.9	68.1	30.6	50.7	19.9	52	30.7	58.4	28.9	46.8	31.3	60.3	22	39.8	30.1	37.2	28.4	55.7	21.3
STRIP2026.01		49.5	22.4	37.6	29.1	12	17.4	42.2	31.1	18.2	20.6	7.9	16.2	8.2	10.4	39.9	32.2	27.6	29.9	0	0.5
AC2026.01		39.2	0.4	21.2	2.9	0	0.1	0	0.2	30	7.9	32.5	6.8	10.3	0.3	4.6	0.1	10.5	4.6	0	0
SS2026.01		29.7	5.3	29.5	6.7	58.3	4.2	10	5	20.8	18.7	30.6	5.5	33.6	20.5	6.7	3.2	20.3	5.2	0	1.2
MSPC2026.01		23.4	10.6	36.1	9.5	31.4	11.3	40.8	9.4	21.6	3.3	50.2	16.7	21.5	0.8	19.8	0.9	22.7	6.4	41.1	28.6
RE2026.01		13.6	22.5	10.4	14.3	20.2	11	14.4	15.9	16.4	15.9	17	9.4	10.8	8.1	9.7	2.8	8.9	8.4	0	3.1
ABL2026.01		0	0.2	0	0.2	0	0	0	0	0	2.1	10.2	1.6	0	2.6	0	1.5	0	1.8	0	1.6
CT2026.01		0	14	0	4.4	0	2.4	0	0.1	6.1	7.3	21.6	5.2	0	12.5	0	0	9.3	9.3	0	9.3
ASSET2026.01		0	0	12.1	4.7	0	0	0	8.7	10.1	6.4	13.3	5.8	0	4.2	21.9	22.8	17.6	6.4	5.2	2.2