Continual Test-Time Adaptation on CIFAR-100-C (Severity 5, test) benchmark leaderboard · SOTA2 Research

Continual Test-Time Adaptation on CIFAR-100-C (Severity 5, test)

66.1Accuracy (Gaussian Corruption)Source

Updated 2mo ago

Evaluation Results

Method	Links
Source2026.05		66.1	63.8	72.7	35.4	64.1	36.2	31	27.2	32	35.9	17.6	47.7	38.5	49	42.2	44
TENT2026.05		65.9	62.9	71.2	35	64.3	35.6	30.2	27.7	32.3	34.9	17.5	44.8	38	50.1	41.9	43.5
CoTTA2026.05		65.3	61.9	80.3	34.8	62.8	34.1	29.1	26.4	29.4	34.6	17.1	45.7	35.5	45	38.6	42.7
RMT2026.05		61.2	54.7	58.1	31.1	53.4	28.2	24.3	23.6	24.5	26.5	17.2	23.9	24.9	25.8	28.5	33.7
EATA2026.05		59.4	48.7	50.3	34	55.7	32	26.4	28.4	28.4	31.4	17.7	35.6	36.5	45.3	39.7	38
OBAO2026.05		56.3	50.8	57.6	31.2	54.3	29.2	24.2	23.5	24	27.2	17.5	26.3	26.9	29.1	30.5	33.9
CMAE2026.05		54.3	47.3	61.2	34	75.5	31.6	32	25.2	28.1	27.8	16.3	25.6	36.5	37	39.6	38.2
SDA2026.05		53.1	51	70.3	38.2	66.6	38.8	32.8	28.3	32.6	38.8	19.1	40.2	41.2	48.1	44.9	42.9
REM2026.05		47.1	39	38.6	30.7	53.5	31.3	28.3	31.9	29.3	32.6	24.5	28.4	44.9	35.1	50.4	36.4
Ours (Dynamic Style Bridging)2026.05		43.8	35.7	35.6	27.2	50	25	22.8	24.1	23.7	23.8	17.9	20.1	31.6	28.1	37.8	29.8