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Classification on CIFAR-10-C (test)

11.2Error Rate

AugMix

Updated 25d ago

Evaluation Results

Method	Links
AugMix 2022.11		11.2
BP-TTA 2026.06		15.76
LAME 2026.06		15.87
BP-TTA 2026.06		15.87
LAME 2026.06		16.89
DA-TTA 2026.06		17.05
Source 2026.06		17.98
RoTTA 2026.06		18.09
Source 2026.06		18.27
Ours 2022.11		18.5
RoTTA 2026.06		19.35
BP-TTA 2026.06		19.78
DA-TTA 2026.06		20.48
BP-TTA 2026.06		21.8
Mixup 2022.11		22.3
RoTTA 2026.06		23.64
AutoAug 2022.11		23.9
RoTTA 2026.06		24.88
Source 2026.06		26.47
DA-TTA 2026.06		26.59
Cutout 2022.11		26.8
40-2 WRN 2022.11		26.9
CutMix 2022.11		27.1
LAME 2026.06		28.53
DA-TTA 2026.06		42.08
Source 2026.06		43.52
EATA 2026.06		67.85
SAR 2026.06		69.49
EATA 2026.06		73.52
SAR 2026.06		74.34
EATA 2026.06		74.54
EATA 2026.06		75.21
CoTTA 2026.06		75.47
SAR 2026.06		75.83
SURGEON 2026.06		76.34
CoTTA 2026.06		76.53
CoTTA 2026.06		77.28
PALM 2026.06		77.85
SAR 2026.06		78.45
LAME 2026.06		79.1
CoTTA 2026.06		81.14
SURGEON 2026.06		81.8
TENT 2026.06		82.11
SURGEON 2026.06		82.18
TENT 2026.06		84.35
TENT 2026.06		85.91
PALM 2026.06		86.14
SURGEON 2026.06		87.18
PALM 2026.06		87.99
PALM 2026.06		88.66
TENT 2026.06		88.76