Noisy Test-Time Adaptation on CIFAR-10-C benchmark leaderboard · SOTA2 Research

Noisy Test-Time Adaptation on CIFAR-10-C

91.5SVHN AccSDDE

Evaluation Results

Method	Links
DDE2026.06		91.5	98.89	95.05	91.71	93.82	92.75	90.23	93.43	91.8	90.45	82.58	86.34	90.97	92.18	91.58
SoTTA2026.06		90.21	81.71	85.75	90.13	91.06	90.59	89.56	90.96	90.25	89.04	74.17	80.93	89.73	84.47	86.88
Tent2026.06		87.18	52.9	65.85	89.03	73.96	80.8	89.78	88.48	89.13	88.78	65.44	75.34	88.69	70.19	77.78
ZS-CLIP2026.06		83.55	98.39	90.36	83.11	97.82	89.87	82.18	91.82	86.73	81.73	76.26	78.9	82.64	91.07	86.47
TPT2026.06		81.76	98.85	89.5	81.53	97.93	88.98	80.43	92.11	85.87	79.88	77.18	78.51	80.9	91.52	85.72