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Retinal Segmentation on Retinal dataset low data similarity (test)

0.9161Client 1 Dice

Centralized

Updated 4d ago

Evaluation Results

Method	Links
Centralized 2022.03		0.9161	0.876	0.8758	0.9022	0.851	0.9179	0.8898	0.9014
FedSM-extra 2022.03		0.9134	0.8763	0.8841	0.9038	0.8483	0.9172	0.8905	0.9007
FedSM 2022.03		0.9132	0.8769	0.8865	0.9041	0.8483	0.9195	0.8914	0.9028
FedAvg 2022.03		0.8847	0.8679	0.8667	0.9015	0.7877	0.9172	0.871	0.8923
Local 2022.03		0.8835	0.3331	0.7345	0.4933	0.3408	0.7015	0.5811	0.5902
FedProx 2022.03		0.8635	0.8522	0.8547	0.8952	0.6852	0.9095	0.8434	0.8749
Scaffold 2022.03		0.838	0.8513	0.8215	0.8935	0.5671	0.913	0.8141	0.8625
Local 2022.03		0.8337	0.3402	0.8766	0.601	0.3644	0.7794	0.6326	0.6594
Local 2022.03		0.7908	0.6649	0.7325	0.7681	0.3742	0.915	0.7076	0.7877
Local 2022.03		0.5241	0.1584	0.3953	0.2039	0.8223	0.6222	0.4544	0.4662
Local 2022.03		0.5108	0.8574	0.2457	0.9008	0.2361	0.6822	0.5888	0.691
Local 2022.03		0.2346	0.862	0.0886	0.7751	0.1791	0.4106	0.425	0.505