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ResearchFormerly WizWand

Image Classification on CIFAR10 Dirichlet (Performance and Resource Tracking)

66.71AccuracyFedKD-NAS
26.004436.572247.1457.7078May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedKD-NASBackbone=MobileNetV22026.0566.711.071435.2611911.71091
FedKD-NASBackbone=ShuffleNetV22026.0565.621.042634.9672942.78521
FedDistillBackbone=MobileNetV22026.0559.941.433547.11021,100.9981
FedMDBackbone=MobileNetV22026.0558.631.250447.181,192.22271
FedDistillBackbone=ShuffleNetV22026.0556.281.347742.7883936.80571
FedMDBackbone=ShuffleNetV22026.0555.161.348542.8513894.98541
FedAvgBackbone=MobileNetV22026.0551.341.454947.18931,111.551871
FedAvgBackbone=ShuffleNetV22026.0549.611.70842.8577863.222711
FedDFBackbone=MobileNetV22026.0544.41.692947.06091,137.284271
FedDFBackbone=ShuffleNetV22026.0538.251.943242.5055866.519511
DittoBackbone=MobileNetV22026.0534.971.363147.11591,232.328171
DittoBackbone=ShuffleNetV22026.0533.751.551342.4086897.300811
Local-KDBackbone=ShuffleNetV22026.0530.092.285643.6031,040.674811
Local-KDBackbone=MobileNetV22026.0527.572.173447.24571,356.565471