Federated Learning on Landmarks-User-160k

Metric: Acc@1-1262Clients (higher is better)

LeaderboardDataset

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#	Model↕	Acc@1-1262Clients▼	Augmentations	Paper	Date↕	Code
1	FedASAM + SWA	68.32	No	Improving Generalization in Federated Learning b...	2022-03-22	Code
2	FedSAM + SWA	68.12	No	Improving Generalization in Federated Learning b...	2022-03-22	Code
3	FedAvg + SWA	67.52	No	Improving Generalization in Federated Learning b...	2022-03-22	Code
4	FedASAM	64.23	No	Improving Generalization in Federated Learning b...	2022-03-22	Code
5	FedSAM	63.72	No	Improving Generalization in Federated Learning b...	2022-03-22	Code
6	FedAvg	61.91	No	Improving Generalization in Federated Learning b...	2022-03-22	Code

#1FedASAM + SWASOTA
68.32
Acc@1-1262Clients· 2022-03-22
Improving Generalization in Federated Learning by Seeking Flat Minima Code
#2FedSAM + SWA
68.12
Acc@1-1262Clients· 2022-03-22
Improving Generalization in Federated Learning by Seeking Flat Minima Code
#3FedAvg + SWA
67.52
Acc@1-1262Clients· 2022-03-22
Improving Generalization in Federated Learning by Seeking Flat Minima Code
#4FedASAM
64.23
Acc@1-1262Clients· 2022-03-22
Improving Generalization in Federated Learning by Seeking Flat Minima Code
#5FedSAM
63.72
Acc@1-1262Clients· 2022-03-22
Improving Generalization in Federated Learning by Seeking Flat Minima Code
#6FedAvg
61.91
Acc@1-1262Clients· 2022-03-22
Improving Generalization in Federated Learning by Seeking Flat Minima Code