List your company
ResearchFormerly WizWand

Image Classification on CIFAR10 Shards (Accuracy and System Metrics)

68.01AccuracyFedKD-NAS
28.833239.004149.17559.3459May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedKD-NASBackbone=ShuffleNetV22026.0568.010.988835.0826967.57031
FedKD-NASBackbone=MobileNetV22026.0565.421.079334.3094947.52341
FedMDBackbone=MobileNetV22026.0562.181.18646.91561,062.30961
FedDistillBackbone=MobileNetV22026.0561.51.389147.10721,072.40821
FedDistillBackbone=ShuffleNetV22026.0556.621.350142.7873893.89651
FedMDBackbone=ShuffleNetV22026.0553.351.370342.7477892.22661
FedAvgBackbone=MobileNetV22026.0551.291.440947.10811,080.506871
FedDFBackbone=ShuffleNetV22026.0545.141.716242.6431864.965811
FedAvgBackbone=ShuffleNetV22026.0544.61.600242.6718862.440411
FedDFBackbone=MobileNetV22026.0544.181.747747.08811,113.680771
Local-KDBackbone=ShuffleNetV22026.0534.182.068843.78231,021.263711
Local-KDBackbone=MobileNetV22026.0533.091.962247.28671,208.340871
DittoBackbone=MobileNetV22026.0532.141.437247.00891,151.054771
DittoBackbone=ShuffleNetV22026.0530.341.720842.4416895.439511