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Federated Learning On Cityscapes

评估指标

mIoU

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
SiloBN + ASAM49.75Improving 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
FedSAM + SWA43.42Improving Generalization in Federated Learning by Seeking Flat Minima
FedASAM + SWA43.02Improving Generalization in Federated Learning by Seeking Flat Minima
FedAvg + SWA42.48Improving Generalization in Federated Learning by Seeking Flat Minima
FedASAM42.27Improving Generalization in Federated Learning by Seeking Flat Minima
FedSAM41.22Improving Generalization in Federated Learning by Seeking Flat Minima
FedAvg38.65Improving Generalization in Federated Learning by Seeking Flat Minima
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Federated Learning On Cityscapes | SOTA | HyperAI超神经