Backdoor Sample Detection on CIFAR-10 balanced rho=1 (train test) benchmark leaderboard · SOTA2 Research

Backdoor Sample Detection on CIFAR-10 balanced rho=1 (train test)

100Badnets TPRSCALE-UP

Evaluation Results

Method	Links
SCALE-UP2026.01		100	19.3	77.1	20.1	67.4	18.8	98.8	32.3	92.5	21.2	84.2	19.9	45.1	8.5	80.7	30	79.9	22.4	67.3	19.5
TED2026.01		100	2.9	94.3	6.4	80.6	9.3	91.1	13.6	93.6	12.5	92.6	8.8	90.3	11.4	88.4	10.3	86.2	13.5	91.7	10.5
IBD-PSC2026.01		99.4	4.5	97.9	5.1	93	8.6	87.2	10.4	98.6	8.7	95.6	7.3	69	9.5	92	10.1	86.7	9.6	93.1	24.7
BBCaL2026.01		98.9	10.1	96.8	12.4	80.3	9.5	98.3	13.1	99.7	9.6	90.2	14.2	91	16.6	75.1	15.7	72.7	13.6	86.6	9.4
STRIP2026.01		98.5	10.3	84.4	15.6	33.1	11	94.3	22.1	48.6	19.7	13.3	29.9	22.6	16.1	88.8	19.6	87.6	20.5	0	0.8
RPP2026.01		98.5	5.9	98.8	6.1	92.3	9.6	98.5	3.2	94.6	7.7	93.7	6.5	95	16.2	92.2	6	89	10.4	96.1	19.6
AC2026.01		97.8	2.8	96.4	5.7	73.6	16	78.9	10.4	51.2	7	23.1	10.6	45.6	17.9	91.7	6.6	88	9.3	9.3	26.7
CT2026.01		93.9	8.7	95.2	6.3	88.9	5	92	19.6	95.2	11	92.6	9.5	82.1	11.2	84	4.3	86.7	6.5	22.1	17.5
SS2026.01		93.1	5.6	91.8	4.9	60.2	10.7	61	20.1	45.5	4.2	59.6	8.8	61.3	5.1	85.9	6.7	83.6	8.2	12.1	8.5
MSPC2026.01		92.2	22.7	94.8	12.4	66.7	16	91.4	22.3	89.5	15.5	94.9	8.4	79.1	21.2	80.3	29.6	84.4	18.5	82.4	23.6
RE2026.01		92.1	10.3	90.8	8.9	88.2	12.4	64.2	9.5	80.1	11.9	78.5	15	66.4	9	82.3	10.4	80.5	7.5	14.3	5.8
ASSET2026.01		89.9	17.8	83.1	16	90.4	18.3	86.7	20	91.2	8.8	93	11.7	52.9	15.4	55.7	21.3	80.3	10.6	92.1	4.3
ABL2026.01		86.4	3.9	90.2	10.3	85	4.8	85.1	8.3	52.8	3.5	78.6	8.2	20.3	1.7	55.8	3.6	50.2	3.9	1.8	2.8