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ResearchFormerly WizWand

Image Classification on ImageNet-C (Average Classification Error)

62.16Average Classification ErrorBP-TTA
60.655670.810380.96591.1197Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
BP-TTABackbone=WRN50, Setting=PTTA2026.0662.16
RoTTABackbone=WRN50, Setting=PTTA2026.0663.08
BP-TTABackbone=RNXT50, Setting=PTTA2026.0664.53
RoTTABackbone=RNXT50, Setting=PTTA2026.0664.85
DA-TTABackbone=WRN50, Setting=PTTA2026.0665.75
DA-TTABackbone=RNXT50, Setting=PTTA2026.0666.1
BP-TTABackbone=RN50, Setting=PTTA2026.0666.77
PALMBackbone=RNXT50, Setting=PTTA2026.0667.7
SARBackbone=RNXT50, Setting=PTTA2026.0668.33
DA-TTABackbone=RN50, Setting=PTTA2026.0668.36
RoTTABackbone=RN50, Setting=PTTA2026.0668.64
PALMBackbone=RN50, Setting=PTTA2026.0669.82
SARBackbone=WRN50, Setting=PTTA2026.0670.28
SURGEONBackbone=RN50, Setting=PTTA2026.0670.57
SARBackbone=RN50, Setting=PTTA2026.0670.97
PALMBackbone=WRN50, Setting=PTTA2026.0671.52
EATABackbone=RNXT50, Setting=PTTA2026.0673.49
EATABackbone=RN50, Setting=PTTA2026.0674.42
EATABackbone=WRN50, Setting=PTTA2026.0675.16
SURGEONBackbone=RNXT50, Setting=PTTA2026.0676.05
SourceBackbone=RNXT50, Setting=PTTA2026.0678.47
SourceBackbone=WRN50, Setting=PTTA2026.0678.55
SURGEONBackbone=WRN50, Setting=PTTA2026.0679.68
SourceBackbone=RN50, Setting=PTTA2026.0681.9
LAMEBackbone=RNXT50, Setting=PTTA2026.0691.34
LAMEBackbone=WRN50, Setting=PTTA2026.0692.73
TENTBackbone=RNXT50, Setting=PTTA2026.0692.91
TENTBackbone=RN50, Setting=PTTA2026.0693.14
TENTBackbone=WRN50, Setting=PTTA2026.0693.73
LAMEBackbone=RN50, Setting=PTTA2026.0694.98
CoTTABackbone=RN50, Setting=PTTA2026.0699.4
CoTTABackbone=WRN50, Setting=PTTA2026.0699.49
CoTTABackbone=RNXT50, Setting=PTTA2026.0699.77