Backdoor Defense on Tiny-ImageNet-200 (test) benchmark leaderboard · SOTA2 Research

Backdoor Defense on Tiny-ImageNet-200 (test)

53.98BadNets CARNP

Evaluation Results

Method	Links
RNP2026.06		53.98	0.2	45.9	1.2	43.67	0	48.05	0	36.52	0.1	18.98	0.2	39.34	96.82	41.42	28.66	40.98	15.89
CLP2026.06		50.52	1.74	46.71	94.4	30.66	78.3	41.3	99.8	35.07	4.2	35.24	1.4	48.45	98.15	36.2	100	40.51	59.74
No Defense2026.06		48.8	99.08	50.08	100	45.42	99.9	49.8	99.9	40.53	100	40.5	99.8	51.8	96.14	50.68	100	47.2	99.35
EP2026.06		48.56	0.44	49.76	8.2	44.23	1.4	48.63	92.8	40.01	0.3	39.78	0.3	50.12	96.52	48.24	99.96	46.16	37.49
ANP2026.06		46.28	0.18	47.66	17.8	41.44	65.2	47.17	20.2	40.53	1.1	39.45	2.8	48.03	91.83	48.24	98.8	44.85	37.23
NC2026.06		45.86	1.02	47.5	4	43.12	1	47.52	70.4	39.55	1	36.26	0.9	48.15	93.78	47.08	0	44.38	21.51
BI-BAU2026.06		44.6	1.18	46.73	4	40.55	8	45.28	0.5	39.18	1.1	40.75	0	35.7	8.5	35.8	11.8	39.78	1.9
BTI-DBF2026.06		43.72	0.12	45.68	0	41.8	0.1	46.47	0	37.46	0	31.53	0	40.17	11.01	42.4	0	41.15	1.4
BI-BAU2026.06		41.14	4.34	32.8	0.5	36.8	6.8	32.36	0.4	36.7	11.4	35.97	1.5	30.68	21.06	30.5	0.06	34.61	5.75
SAU2026.06		40.02	3.3	40.94	20.3	35.92	20.7	40.11	22.8	31.28	16.9	31.41	5.5	42.56	84.9	40.54	1.3	37.84	21.96
I-BAU2026.06		35.94	38.86	37.23	74.5	37.36	78.7	37.02	31.8	35.74	1.2	34.1	0.1	37.75	86.19	40.86	60.26	37	46.45