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MRI Prostate Segmentation on Prostate MRI (test)

92.85Client 1 Score

FedCLAM

Updated 4d ago

Evaluation Results

Method
FedCLAM 2025.06	92.85	94.61	94.77	95.71	94.27	90.21	93.74	1.96
HarmoFL 2025.06	92.61	93.87	94.6	95.96	94.23	90.4	93.61	1.91
FedSAM 2025.06	92.44	93.23	93.02	95.57	94.3	90.41	93.16	1.74
FedEvi 2025.06	92.02	93.36	93.45	95.71	93.6	90.66	93.13	1.69
Fed-LWR 2024.10	91.92	94.73	93.22	93.34	94.06	92.21	93.25	0.97
FedDyn 2025.06	91.9	93.44	92.98	95.69	93.82	89.97	92.97	1.92
FedAvg 2025.06	91.46	93.06	92.61	95.4	93.84	90.24	92.77	1.8
FedCE 2023.03	91.43	85.79	89.21	89.13	85.68	88.62	88.31	2.22
FedCE 2023.03	91.43	85.79	89.21	89.13	85.68	88.62	88.31	2.22
FedFA 2025.06	91.42	93.29	93.26	95.28	93.87	90.74	92.98	1.65
FedProx 2025.06	91.35	93.57	92.07	95.36	93.7	90.2	92.71	1.86
Standalone 2023.03	91.23	84.59	87.57	87.37	86.7	89.25	87.79	2.26
Standalone 2023.03	91.23	84.59	87.57	87.37	86.7	89.25	87.79	2.26
FedCI 2023.03	91.21	85.4	89.49	88.37	83.96	88.49	87.82	2.68
FedCI 2023.03	91.21	85.4	89.49	88.37	83.96	88.49	87.82	2.68
FedCE 2023.03	91.18	85.54	89.59	89.22	84.99	88.79	88.22	2.43
FedCE 2023.03	91.18	85.54	89.59	89.22	84.99	88.79	88.22	2.43
CGSV 2023.03	91.15	84.9	89.27	88.09	83.47	89.16	87.67	2.91
CGSV 2023.03	91.15	84.9	89.27	88.09	83.47	89.16	87.67	2.91
FedAvg 2023.03	91.1	84.59	89.02	89.09	83.87	89.27	87.82	2.9
FedAvg 2023.03	91.1	84.59	89.02	89.09	83.87	89.27	87.82	2.9
CFFL 2023.03	91.01	85.49	89.24	88.98	82.11	88.17	87.5	3.2
CFFL 2023.03	91.01	85.49	89.24	88.98	82.11	88.17	87.5	3.2
q-FedAvg 2023.03	90.94	85.6	89.28	89.18	84.27	88.67	87.99	2.52
q-FedAvg 2023.03	90.94	85.6	89.28	89.18	84.27	88.67	87.99	2.52
FedCE 2024.10	89.85	93.49	92.21	90.67	93.66	89.53	91.57	1.65
FedAvgM 2025.06	89.08	93.46	94.31	96	94.18	89.44	92.74	2.82
Ditto 2024.10	88.15	93.49	92.72	89.99	92.62	83.64	90.1	3.42
FedCE 2024.10	88.13	94.02	91.14	90.63	92.27	87.93	90.69	2.15
FedAvg 2024.10	85.84	92.27	93.58	87.89	92.47	80.66	88.78	4.54
q-FedAvg 2024.10	85.84	94.93	90.22	88.53	90.43	83.32	88.88	3.67
Solo 2024.10	84.41	85.02	93.7	91.06	89.33	85.43	88.16	3.46
CFFL 2024.10	82.84	94.49	89.83	86.89	90.83	82.59	87.91	4.29
CGSV 2024.10	82.36	91.02	90.14	87.25	91.06	82.71	87.42	3.68