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ResearchFormerly WizWand

Image Classification on ImageNet-1K IPC 50

66.8AccuracyE2D (10x)
5.33621.29337.2553.207Feb 17, 2026Feb 27, 2026Mar 9, 2026Mar 20, 2026Mar 30, 2026Apr 9, 2026Apr 20, 2026
Updated 6mo ago

Evaluation results

MethodLinks
E2D (10x)Evaluation model=ConvNext-Tiny, IPC=502026.0266.8
EDCEvaluation model=ConvNext-Tiny, IPC=502026.0266.6
RDEDEvaluation model=ConvNext-Tiny, IPC=502026.0265.4
E2D (10x)Evaluation model=ResNet-101, IPC=502026.0265.1
EDCEvaluation model=ResNet-101, IPC=502026.0264.9
E2D (10x)Evaluation model=ResNet-50, IPC=502026.0264.7
EDCEvaluation model=ResNet-50, IPC=502026.0264.3
RDEDEvaluation model=ResNet-50, IPC=502026.0263.7
E2D (10x)Evaluation model=EfficientNet-B0, IPC=502026.0261.3
RDEDEvaluation model=ResNet-101, IPC=502026.0261.2
EDCEvaluation model=EfficientNet-B0, IPC=502026.0260.9
E2D (10x)Evaluation model=ResNet-18, IPC=502026.0258.9
E2D (10x)Evaluation model=MobileNet-V2, IPC=502026.0258.1
EDCEvaluation model=ResNet-18, IPC=502026.0258
EDCEvaluation model=MobileNet-V2, IPC=502026.0257.8
RDEDEvaluation model=EfficientNet-B0, IPC=502026.0257.6
RDEDEvaluation model=ResNet-18, IPC=502026.0256.6
E2D (10x)Evaluation model=ShuffleNet-V2, IPC=502026.0256.4
RDEDEvaluation model=MobileNet-V2, IPC=502026.0253.9
LPQLDBackbone=ResNet-18, Storage Size ({z, F})=649M2026.0451.3
EDCEvaluation model=ShuffleNet-V2, IPC=502026.0245.7
MSTop-k=k=50, Backbone=ResNet-18, Storage Size ({z, F})=3,768M2026.0438.8
MRTop-k=k=5, Backbone=ResNet-18, Storage Size ({z, F})=1,020M2026.0434
MSTop-k=k=25, Backbone=ResNet-18, Storage Size ({z, F})=2,393M2026.0433.6
MRTop-k=k=25, Backbone=ResNet-18, Storage Size ({z, F})=2,393M2026.0431.7
RDEDEvaluation model=ShuffleNet-V2, IPC=502026.0230.9
MRTop-k=k=50, Backbone=ResNet-18, Storage Size ({z, F})=3,768M2026.0428.6
MSTop-k=k=5, Backbone=ResNet-18, Storage Size ({z, F})=1,020M2026.0419.5
MRTop-k=k=1, Backbone=ResNet-18, Storage Size ({z, F})=1,020M2026.0416.7
MSTop-k=k=1, Backbone=ResNet-18, Storage Size ({z, F})=1,020M2026.047.7