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ResearchFormerly WizWand

Dataset Distillation on ImageWoof (val)

54.3AccuracyDGS
19.77228.73637.746.664Jan 15, 2026
Updated 8mo ago

Evaluation results

MethodLinks
DGSIPC=50, Backbone=ResNet-182026.0154.3
MinimaxIPC=50, Backbone=ResNet-182026.0153.9
D4MIPC=50, Backbone=ResNet-182026.0151.7
DiTIPC=50, Backbone=ResNet-182026.0150.1
HerdingIPC=50, Backbone=ResNet-182026.0148.3
IDC-1IPC=50, Backbone=ResNet-182026.0148.3
RandomIPC=50, Backbone=ResNet-182026.0147.9
DMIPC=50, Backbone=ResNet-182026.0146.2
DGSIPC=20, Backbone=ResNet-182026.0142.4
MinimaxIPC=20, Backbone=ResNet-182026.0140.9
DiTIPC=20, Backbone=ResNet-182026.0140.5
D4MIPC=20, Backbone=ResNet-182026.0140.1
K-CenterIPC=50, Backbone=ResNet-182026.0139.6
IDC-1IPC=20, Backbone=ResNet-182026.0138.6
IDC-1IPC=10, Backbone=ResNet-182026.0136.9
DGSIPC=10, Backbone=ResNet-182026.0136
MinimaxIPC=10, Backbone=ResNet-182026.0135.3
DiTIPC=10, Backbone=ResNet-182026.0134.7
DMIPC=10, Backbone=ResNet-182026.0133.4
D4MIPC=10, Backbone=ResNet-182026.0133.2
HerdingIPC=20, Backbone=ResNet-182026.0132.2
HerdingIPC=10, Backbone=ResNet-182026.0130.2
DMIPC=20, Backbone=ResNet-182026.0129.8
RandomIPC=20, Backbone=ResNet-182026.0129.7
RandomIPC=10, Backbone=ResNet-182026.0127.7
K-CenterIPC=20, Backbone=ResNet-182026.0123.6
K-CenterIPC=10, Backbone=ResNet-182026.0121.1