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ResearchFormerly WizWand

Image Classification on CIFAR-10 Gaussian1 Noise (test)

60.78AccuracyPG-DRO
8.041621.733335.42549.1167Feb 1, 2026
Updated 8mo ago

Evaluation results

MethodLinks
PG-DROk=10, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0260.78
SAAk=10, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0260.15
Few-shotk=10, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0259.38
W-DROk=10, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0259.12
PG-DROk=5, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0253.62
W-DROk=5, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0250.7
SAAk=5, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0248.94
Few-shotk=5, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0226.11
PG-DROk=1, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0220.53
W-DROk=1, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0219.11
SAAk=1, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0216.37
Few-shotk=1, Backbone=ResNet-18, Pre-trained=CIFAR-1002026.0210.07