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ResearchFormerly WizWand

Image Classification on ImageNet Nette

94.6Top-1 AccuracyFull dataset
52.58463.49274.485.308May 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Full datasetBackbone=ResNet-10, Protocol=hard-label2026.0594.6
MiniMax + DMGDIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0580.7
DiT + DMGDIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0580.6
MGDIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0579.5
MiniMaxIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0576.6
DMIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0576.2
RandomIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0576.1
DiTIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0573.3
DiT + DMGDIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0572.6
MGDIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0571.2
MiniMax + DMGDIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0571.1
MiniMax + DMGDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0568.7
DiT + DMGDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0568.4
MiniMaxIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0566.8
DMIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0566.5
MGDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0566.4
DiTIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0564.8
RandomIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0563.5
MiniMaxIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0562
DMIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0560.8
DiTIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0559.1
RandomIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0554.2