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ResearchFormerly WizWand

Image Classification on CIFAR-100 (test) (Accuracy, FLOPs, Latency, Size)

73.3AccuracyPCD
-1.68417.78337.2556.717Jun 28, 2026
Updated 4mo ago

Evaluation results

MethodLinks
PCDTarget=Unpruned, Backbone=ResNet-342026.0673.32.3342.781.5
WSTarget=Unpruned, Backbone=ResNet-342026.0673.32.3342.781.5
CAGradTarget=Unpruned, Backbone=ResNet-342026.0673.32.3342.781.5
MGDATarget=Unpruned, Backbone=ResNet-342026.0673.32.3342.781.5
PCGradTarget=Unpruned, Backbone=ResNet-342026.0673.32.3342.781.5
FAMOTarget=Unpruned, Backbone=ResNet-342026.0673.32.3342.781.5
AuxiNashTarget=Unpruned, Backbone=ResNet-342026.0673.32.3342.781.5
PCDTarget=80%, Backbone=ResNet-342026.06730.5818.612.7
PCDTarget=85%, Backbone=ResNet-342026.06730.4415.89.5
PCDTarget=90%, Backbone=ResNet-342026.0670.90.3110.74.4
PCDTarget=95%, Backbone=ResNet-342026.0668.40.239.32.6
PCDTarget=≈99%, Backbone=ResNet-342026.0650.60.0376.81.3
AuxiNashTarget=80%, Backbone=ResNet-342026.0644.40.5818.612.7
AuxiNashTarget=85%, Backbone=ResNet-342026.0644.40.4415.89.5
AuxiNashTarget=90%, Backbone=ResNet-342026.0644.40.3110.74.4
AuxiNashTarget=95%, Backbone=ResNet-342026.0644.40.239.32.6
WSTarget=80%, Backbone=ResNet-342026.0627.30.5818.612.7
WSTarget=85%, Backbone=ResNet-342026.0627.30.4415.89.5
WSTarget=90%, Backbone=ResNet-342026.0627.30.3110.74.4
WSTarget=95%, Backbone=ResNet-342026.0627.30.239.32.6
WSTarget=≈99%, Backbone=ResNet-342026.0621.70.0376.81.3
AuxiNashTarget=≈99%, Backbone=ResNet-342026.0614.50.0376.81.3
PCGradTarget=80%, Backbone=ResNet-342026.067.40.5818.612.7
PCGradTarget=85%, Backbone=ResNet-342026.067.40.4415.89.5
PCGradTarget=90%, Backbone=ResNet-342026.067.40.3110.74.4
PCGradTarget=95%, Backbone=ResNet-342026.067.40.239.32.6
PCGradTarget=≈99%, Backbone=ResNet-342026.067.40.0376.81.3
CAGradTarget=80%, Backbone=ResNet-342026.067.30.5818.612.7
CAGradTarget=85%, Backbone=ResNet-342026.067.30.4415.89.5
CAGradTarget=90%, Backbone=ResNet-342026.067.30.3110.74.4
CAGradTarget=95%, Backbone=ResNet-342026.067.30.239.32.6
CAGradTarget=≈99%, Backbone=ResNet-342026.067.30.0376.81.3
FAMOTarget=80%, Backbone=ResNet-342026.062.70.5818.612.7
FAMOTarget=85%, Backbone=ResNet-342026.062.70.4415.89.5
FAMOTarget=90%, Backbone=ResNet-342026.062.70.3110.74.4
FAMOTarget=95%, Backbone=ResNet-342026.062.70.239.32.6
FAMOTarget=≈99%, Backbone=ResNet-342026.062.70.0376.81.3
MGDATarget=80%, Backbone=ResNet-342026.061.20.5818.612.7
MGDATarget=85%, Backbone=ResNet-342026.061.20.4415.89.5
MGDATarget=90%, Backbone=ResNet-342026.061.20.3110.74.4
MGDATarget=95%, Backbone=ResNet-342026.061.20.239.32.6
MGDATarget=≈99%, Backbone=ResNet-342026.061.20.0376.81.3