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ResearchFormerly WizWand

Image Classification on ImageIDC (val)

74.2AccuracyDGS
45.91253.25660.667.944Nov 27, 2023Apr 25, 2024Sep 23, 2024Feb 20, 2025Jul 21, 2025Dec 18, 2025May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DGSIPC=50, Downstream architecture=ResNetAP-102026.0174.2
MinimaxIPC=50, Downstream architecture=ResNetAP-102026.0174.1
Minimax DiffusionIPC=50, Backbone=ResNet-10, Pooling=Average Pooling2023.1169.6
DMIPC=50, Backbone=ResNet-10, Pooling=Average Pooling2023.1169.1
RandomIPC=50, Backbone=ResNet-10, Pooling=Average Pooling2023.1168.1
RandomIPC=50, Downstream architecture=ResNetAP-102026.0168.1
RandomIPC=50, Downstream Architecture=ResNetAP-102026.0564.9
DiTIPC=50, Backbone=ResNet-10, Pooling=Average Pooling2023.1164.3
DiTIPC=50, Downstream architecture=ResNetAP-102026.0164.3
DGSIPC=20, Downstream architecture=ResNetAP-102026.0164.3
SASIPC=50, Downstream Architecture=ResNetAP-102026.0564
MinimaxIPC=20, Downstream architecture=ResNetAP-102026.0163.9
MinimaxIPC=50, Downstream Architecture=ResNetAP-102026.0563.4
DiTIPC=50, Downstream Architecture=ResNetAP-102026.0562.1
DGSIPC=10, Downstream architecture=ResNetAP-102026.0161.6
MinimaxIPC=10, Downstream architecture=ResNetAP-102026.0160.3
Minimax DiffusionIPC=20, Backbone=ResNet-10, Pooling=Average Pooling2023.1159
DiTIPC=20, Backbone=ResNet-10, Pooling=Average Pooling2023.1158.9
DiTIPC=20, Downstream architecture=ResNetAP-102026.0158.9
DMIPC=20, Backbone=ResNet-10, Pooling=Average Pooling2023.1158.5
SASIPC=20, Downstream Architecture=ResNetAP-102026.0557.7
MinimaxIPC=20, Downstream Architecture=ResNetAP-102026.0557.5
DiTIPC=20, Downstream Architecture=ResNetAP-102026.0556.4
DiTIPC=10, Backbone=ResNet-10, Pooling=Average Pooling2023.1154.1
DiTIPC=10, Downstream architecture=ResNetAP-102026.0154.1
Minimax DiffusionIPC=10, Backbone=ResNet-10, Pooling=Average Pooling2023.1153.1
DMIPC=10, Backbone=ResNet-10, Pooling=Average Pooling2023.1152.8
RandomIPC=20, Backbone=ResNet-10, Pooling=Average Pooling2023.1152.5
RandomIPC=20, Downstream architecture=ResNetAP-102026.0152.5
SASIPC=10, Downstream Architecture=ResNetAP-102026.0552.2
MinimaxIPC=10, Downstream Architecture=ResNetAP-102026.0551.3
RandomIPC=20, Downstream Architecture=ResNetAP-102026.0551.3
DiTIPC=10, Downstream Architecture=ResNetAP-102026.0550.2
RandomIPC=10, Backbone=ResNet-10, Pooling=Average Pooling2023.1148.1
RandomIPC=10, Downstream architecture=ResNetAP-102026.0148.1
RandomIPC=10, Downstream Architecture=ResNetAP-102026.0547