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Federated Learning On Cityscapes

評価指標

mIoU

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
mIoU
Paper TitleRepository
FedAvg38.65Improving Generalization in Federated Learning by Seeking Flat Minima
FedSAM41.22Improving Generalization in Federated Learning by Seeking Flat Minima
SiloBN + ASAM49.75Improving Generalization in Federated Learning by Seeking Flat Minima
FedASAM42.27Improving Generalization in Federated Learning by Seeking Flat Minima
FedASAM + SWA43.02Improving Generalization in Federated Learning by Seeking Flat Minima
FedSAM + SWA43.42Improving Generalization in Federated Learning by Seeking Flat Minima
SiloBN + SAM49.1Improving Generalization in Federated Learning by Seeking Flat Minima
SiloBN45.96Improving Generalization in Federated Learning by Seeking Flat Minima
FedAvg + SWA42.48Improving Generalization in Federated Learning by Seeking Flat Minima
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Federated Learning On Cityscapes | SOTA | HyperAI超神経