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ResearchFormerly WizWand

Selective Image Classification on CIFAR-10 standard (test)

4.73Clean AUGRCIKL-AT
2.09882.78193.4654.1481Jul 3, 2026
Updated 3mo ago

Evaluation results

MethodLinks
IKL-ATBackbone=WRN-34-10, Data Augmentation=Cutout, Venue=NeurIPS’242026.074.7312.148.43
IKL-ATBackbone=WRN-34-10, Data Augmentation=AugMix, Venue=NeurIPS’242026.074.6512.278.46
AT-AWPBackbone=WRN-34-10, Data Augmentation=AugMix, Venue=NeurIPS’202026.074.3712.458.41
TRADES-EMFFBackbone=WRN-34-10, Data Augmentation=AugMix, Venue=TPAMI’252026.074.2514.529.38
TRADESBackbone=WRN-34-10, Data Augmentation=AugMix, Venue=ICML’192026.074.0615.649.85
AT-AWPBackbone=WRN-34-10, Data Augmentation=Cutout, Venue=NeurIPS’202026.073.9412.38.12
TRADES-AWPBackbone=WRN-34-10, Data Augmentation=AugMix, Venue=NeurIPS’202026.073.9138.45
TRADESBackbone=WRN-34-10, Data Augmentation=Basic, Venue=ICML’192026.073.8312.828.32
AT-AWPBackbone=WRN-34-10, Data Augmentation=AutoAug, Venue=NeurIPS’202026.073.8312.698.26
IKL-ATBackbone=WRN-34-10, Data Augmentation=AutoAug, Venue=NeurIPS’242026.073.7911.647.72
TRADES-EMFFBackbone=WRN-34-10, Data Augmentation=Basic, Venue=TPAMI’252026.073.6714.038.85
TRADES-AWPBackbone=WRN-34-10, Data Augmentation=Basic, Venue=NeurIPS’202026.073.5811.267.42
TRADES-AWPBackbone=WRN-34-10, Data Augmentation=Cutout, Venue=NeurIPS’202026.073.5711.177.37
ATBackbone=WRN-34-10, Data Augmentation=AugMix, Venue=ICML’182026.073.5112.357.93
IKL-ATBackbone=WRN-34-10, Data Augmentation=Basic, Venue=NeurIPS’242026.073.4811.277.38
TRADESBackbone=WRN-34-10, Data Augmentation=Cutout, Venue=ICML’192026.073.3212.467.89
TRADES-AWPBackbone=WRN-34-10, Data Augmentation=AutoAug, Venue=NeurIPS’202026.073.3111.617.46
ATBackbone=WRN-34-10, Data Augmentation=AutoAug, Venue=ICML’182026.073.2713.248.25
ATBackbone=WRN-34-10, Data Augmentation=Cutout, Venue=ICML’182026.073.0912.27.64
TRADESBackbone=WRN-34-10, Data Augmentation=AutoAug, Venue=ICML’192026.072.9912.787.88
AT-AWPBackbone=WRN-34-10, Data Augmentation=Basic, Venue=NeurIPS’202026.072.9611.647.3
TRADES-EMFFBackbone=WRN-34-10, Data Augmentation=Cutout, Venue=TPAMI’252026.072.8513.17.98
ATBackbone=WRN-34-10, Data Augmentation=Basic, Venue=ICML’182026.072.7912.327.56
EV-ATBackbone=WRN-34-10, Data Augmentation=AugMix, Venue=-2026.072.7810.736.75
EV-ATBackbone=WRN-34-10, Data Augmentation=Cutout, Venue=-2026.072.6410.426.53
TRADES-EMFFBackbone=WRN-34-10, Data Augmentation=AutoAug, Venue=TPAMI’252026.072.4713.187.83
EV-ATBackbone=WRN-34-10, Data Augmentation=AutoAug, Venue=-2026.072.2410.436.34
EV-ATBackbone=WRN-34-10, Data Augmentation=Basic, Venue=-2026.072.210.76.45