pFedBreD_ns_mg

Reported on 5 benchmarks across 2 tasks · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

Image ClassificationonFashion-MNIST
Accuracy· 2022-11-19
99.06
SOTA
Personalized Federated Learning with Hidden Information on Personalized Prior arXiv:2211.10684
Image ClassificationonFEMNIST
Accuracy· 2022-11-19
70.34
SOTA
Personalized Federated Learning with Hidden Information on Personalized Prior arXiv:2211.10684
Image ClassificationonCIFAR-10
Percentage correct· 2022-11-19
80.63
best: 99.5 (ViT-H/14)
Personalized Federated Learning with Hidden Information on Personalized Prior arXiv:2211.10684
Image ClassificationonMNIST
Accuracy· 2022-11-19
92.47
best: 99.87 (Branching/Merging CNN + Homogeneous Vector Capsules)
Personalized Federated Learning with Hidden Information on Personalized Prior arXiv:2211.10684

Methodology1 result

ClassificationonSentiment140
Accuracy· 2022-11-19
73.81
SOTA
Personalized Federated Learning with Hidden Information on Personalized Prior arXiv:2211.10684