Federated Learning on PERCEPT-R benchmark leaderboard · SOTA2 Research

Federated Learning on PERCEPT-R

79Mean F1 ScoreFedSWA

Evaluation Results

Method	Links
FedSWA2024.04		79	0.136	0.66
FedAvg2024.04		78.2	0.134	0
FedSAM2024.04		77.9	0.133	0.08
KD-FedAvg2024.04		77.9	0.153	1.4
FedAvg2024.04		77.8	0.131	0
FedSWA2024.04		77.7	0.131	0.02
FedSRCVAR2024.04		77.6	0.13	0.25
CurvFed2024.04		77.5	0.112	1.36
FedSRCVAR2024.04		77.4	0.126	0.3
FedSAM2024.04		77.3	0.132	0.11
KD-FedAvg2024.04		77.2	0.124	0.45
CurvFed2024.04		76.9	0.116	1.2