MRI Prostate Segmentation on Prostate MRI (test)

92.85Client 1 ScoreFedCLAM

Evaluation results

Method
FedCLAM2025.06	92.85	94.61	94.77	95.71	94.27	90.21	93.74	1.96
HarmoFL2025.06	92.61	93.87	94.6	95.96	94.23	90.4	93.61	1.91
FedSAM2025.06	92.44	93.23	93.02	95.57	94.3	90.41	93.16	1.74
FedEvi2025.06	92.02	93.36	93.45	95.71	93.6	90.66	93.13	1.69
Fed-LWR2024.10	91.92	94.73	93.22	93.34	94.06	92.21	93.25	0.97
FedDyn2025.06	91.9	93.44	92.98	95.69	93.82	89.97	92.97	1.92
FedAvg2025.06	91.46	93.06	92.61	95.4	93.84	90.24	92.77	1.8
FedCE2023.03	91.43	85.79	89.21	89.13	85.68	88.62	88.31	2.22
FedCE2023.03	91.43	85.79	89.21	89.13	85.68	88.62	88.31	2.22
FedFA2025.06	91.42	93.29	93.26	95.28	93.87	90.74	92.98	1.65
FedProx2025.06	91.35	93.57	92.07	95.36	93.7	90.2	92.71	1.86
Standalone2023.03	91.23	84.59	87.57	87.37	86.7	89.25	87.79	2.26
Standalone2023.03	91.23	84.59	87.57	87.37	86.7	89.25	87.79	2.26
FedCI2023.03	91.21	85.4	89.49	88.37	83.96	88.49	87.82	2.68
FedCI2023.03	91.21	85.4	89.49	88.37	83.96	88.49	87.82	2.68
FedCE2023.03	91.18	85.54	89.59	89.22	84.99	88.79	88.22	2.43
FedCE2023.03	91.18	85.54	89.59	89.22	84.99	88.79	88.22	2.43
CGSV2023.03	91.15	84.9	89.27	88.09	83.47	89.16	87.67	2.91
CGSV2023.03	91.15	84.9	89.27	88.09	83.47	89.16	87.67	2.91
FedAvg2023.03	91.1	84.59	89.02	89.09	83.87	89.27	87.82	2.9
FedAvg2023.03	91.1	84.59	89.02	89.09	83.87	89.27	87.82	2.9
CFFL2023.03	91.01	85.49	89.24	88.98	82.11	88.17	87.5	3.2
CFFL2023.03	91.01	85.49	89.24	88.98	82.11	88.17	87.5	3.2
q-FedAvg2023.03	90.94	85.6	89.28	89.18	84.27	88.67	87.99	2.52
q-FedAvg2023.03	90.94	85.6	89.28	89.18	84.27	88.67	87.99	2.52
FedCE2024.10	89.85	93.49	92.21	90.67	93.66	89.53	91.57	1.65
FedAvgM2025.06	89.08	93.46	94.31	96	94.18	89.44	92.74	2.82
Ditto2024.10	88.15	93.49	92.72	89.99	92.62	83.64	90.1	3.42
FedCE2024.10	88.13	94.02	91.14	90.63	92.27	87.93	90.69	2.15
FedAvg2024.10	85.84	92.27	93.58	87.89	92.47	80.66	88.78	4.54
q-FedAvg2024.10	85.84	94.93	90.22	88.53	90.43	83.32	88.88	3.67
Solo2024.10	84.41	85.02	93.7	91.06	89.33	85.43	88.16	3.46
CFFL2024.10	82.84	94.49	89.83	86.89	90.83	82.59	87.91	4.29
CGSV2024.10	82.36	91.02	90.14	87.25	91.06	82.71	87.42	3.68