Federated OOD detection and generalization on Cifar10 Non-IID alpha=5.0 (test) benchmark leaderboard · SOTA2 Research

Federated OOD detection and generalization on Cifar10 Non-IID alpha=5.0 (test)

89.44ACC-INFedRoD+FOOGD

Evaluation Results

Method	Links
FedRoD+FOOGD2024.10		89.44	88.62	18.91	96.25
FedATOL2024.10		89.27	88.28	19.66	95.25
FedAvg+FOOGD2024.10		88.9	88.25	12.02	97.77
FedTHE2024.10		88.14	86.18	35.35	86.79
FOSTER2024.10		87.83	85.96	36.42	86.19
FedIIR2024.10		87.77	86.1	34.69	87.66
FedRoD2024.10		87.69	86.26	36.13	86.65
FedLN2024.10		87.2	85.08	33.33	90.87
FedICON2024.10		87.2	85.39	35.63	86.45
FedAvg2024.10		86.5	85.08	38.24	85.37
FedT3A2024.10		86.5	85.01	38.24	85.37