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ResearchFormerly WizWand

Open-set classification on CIFAR-100 (20 / 80)

64.55Balanced AccuracyDAC + GGR
44.956450.043255.1360.2168Jun 25, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DAC + GGRNo. of labeled samples=25, Backbone=ResNet-182026.0664.55
DACNo. of labeled samples=25, Backbone=ResNet-182026.0664.34
DAC + GGRNo. of labeled samples=10, Backbone=ResNet-182026.0657.01
IOMatch + GGRNo. of labeled samples=25, Backbone=ResNet-182026.0656.93
IOMatchNo. of labeled samples=25, Backbone=ResNet-182026.0656.71
DACNo. of labeled samples=10, Backbone=ResNet-182026.0655.18
IOMatch + GGRNo. of labeled samples=10, Backbone=ResNet-182026.0651.68
IOMatchNo. of labeled samples=10, Backbone=ResNet-182026.0651.59
DACNo. of labeled samples=5, Backbone=ResNet-182026.0649.41
DAC + GGRNo. of labeled samples=5, Backbone=ResNet-182026.0648.94
IOMatch + GGRNo. of labeled samples=5, Backbone=ResNet-182026.0645.73
IOMatchNo. of labeled samples=5, Backbone=ResNet-182026.0645.71