Personalized Federated Learning on CIFAR-100 (test) benchmark leaderboard · SOTA2 Research

Personalized Federated Learning on CIFAR-100 (test)

49.02AccuracyFedAS

Evaluation Results

Method	Links
FedAS2026.06		49.02	11.55
FedAS2026.06		48.43	26.98
FedRep2026.06		45.64	21.25
FedRep2026.06		45.51	28.72
FedBABU2026.06		44.13	12.12
FedBN2026.06		41.45	39.1
FedBABU2026.06		38.04	6.57
FedRep2026.06		37.95	9.9
FedAS2026.06		37.73	6.87
FedCAC2026.06		36.66	22.83
FedCAC2026.06		36.63	18.29
SCAFFOLD2026.06		36.29	25.32
FedProx2026.06		35.96	26.38
FedBN2026.06		34.43	32.86
FedBN2026.06		33.78	15.38
FedBABU2026.06		31.84	30.88
SCAFFOLD2026.06		31.73	30.62
FedCAC2026.06		31.3	8.94
FedProx2026.06		31.15	29.9
GPFL2026.06		30.09	23.89
GPFL2026.06		29.98	20.57
SCAFFOLD2026.06		29.64	13.09
FedProx2026.06		28.64	14.36
GPFL2026.06		21.51	8.94
FedCAC2026.06		20.52	4.35
FedBABU2026.06		17.37	1.69
FedAS2026.06		16.9	1.79
FedRep2026.06		14.87	1.74
FedBN2026.06		13.05	3.22
FedProx2026.06		10.02	2.58
SCAFFOLD2026.06		9.15	1.71
GPFL2026.06		7.24	1.04