Federated Learning on HugaDB benchmark leaderboard · SOTA2 Research

Federated Learning on HugaDB

89.2Mean F1 ScoreCurvFed

Evaluation Results

Method	Links
CurvFed2024.04		89.2	0.406	0.34
CurvFed2024.04		88	0.406	1.84
FedAvg2024.04		86.2	0.488	0
FedSRCVAR2024.04		85.7	0.39	0.34
FedSRCVAR2024.04		85.4	0.41	1.45
FedAvg2024.04		85.2	0.478	0
FedSWA2024.04		82.7	0.439	0.53
FedSWA2024.04		82.5	0.379	0.23
KD-FedAvg2024.04		79.6	0.374	0.01
FedSAM2024.04		78.9	0.368	0.09
FedSAM2024.04		78.7	0.438	0.07
KD-FedAvg2024.04		76.2	0.424	0.08