Prostate Segmentation on Prostate

88.36DSC (Avg)BCMDA

Evaluation Results

Method
BCMDA2026.03	88.36	89.06	86.8	88.71	88.35	87.97	89.24	80.58	10.42	4.09	—
Upper bound2026.03	88.28	88.56	88.56	85.6	88.63	88.9	89.44	80.67	10.07	4.13	0.01
Upper bound2026.03	88.28	88.56	88.56	85.6	88.63	88.9	89.44	80.67	10.07	4.13	0.13
SynFoCMedSAM2025.03	87.16	88.54	85.74	84.89	87.51	87.92	88.34	79.3	10.26	4.41	—
SynFoCU-Net2025.03	86.9	88.09	85.22	84.97	87.74	87.63	87.74	79.11	11.25	4.82	—
BCMDA2026.03	86.88	88.54	84.02	86.75	87.03	86.15	88.81	78.47	12.04	5.12	—
SymGD2026.03	86.69	86.8	86.34	84.88	86.69	88.36	87.09	78.75	11.83	4.98	0.01
Switch2026.03	84.21	—	—	—	—	—	—	80.3	14.68	4.61	—
Switch2026.03	83.63	—	—	—	—	—	—	79.41	17.11	5.23	—
Switch2026.03	83.48	—	—	—	—	—	—	79.11	17.29	5.37	—
FedSAM2026.01	81.4	—	—	—	—	—	—	78.1	—	—	—
DSFedMed2026.01	81.3	—	—	—	—	—	—	77.7	—	—	—
SAM2026.01	80.1	—	—	—	—	—	—	76.2	—	—	—
FedMSA2026.01	79.9	—	—	—	—	—	—	76.4	—	—	—
SDCL2026.03	78.05	76.55	79.24	77.4	81.13	81.32	72.67	69.05	19.08	10.61	0.01
SymGD2025.03	76.85	88.34	83.26	83.99	85.45	42.03	78.02	67.88	39.02	21.08	—
SymGD2026.03	75.89	88.36	73.66	76.44	84.28	51.39	81.2	66.45	41.91	21.95	0.01
FedTinySAM2026.01	75.6	—	—	—	—	—	—	72.3	—	—	—
FixMatch2026.03	74.57	80.59	71.06	73.16	77.12	60.54	84.95	65.78	23.11	13.02	0.01
SDCL2026.03	74.23	75.91	77.18	72.29	80.86	70.17	68.95	64.39	22.63	11.78	0.01
CPC-SAM2025.03	73.77	77.23	66.46	66.98	76.79	79.71	75.42	62.85	31.08	13.16	—
SemiSAM2025.03	71.12	78.07	67.16	76.49	69.25	65.97	69.76	59.69	28.19	12.61	—
SAMed2025.03	64.56	63.67	65.62	65.25	68.65	48.83	75.31	53.49	35.85	15.83	—
BCP2026.03	64.51	65.39	73.27	47.41	63.64	74.75	62.62	54.65	51.07	25.46	0.01
FixMatch2026.03	60.91	82.93	64.24	54.11	70.23	11.15	82.82	53.22	46.61	26.85	0.01
FixMatch2025.03	60.41	81.69	65.27	53.7	70.4	10.2	81.22	52.53	49.47	28.83	—
BCP2026.03	59.18	61.26	62.53	51.82	55.91	61.38	62.19	50.64	55.46	26.49	0.01
FednnU-Net2026.01	59	—	—	—	—	—	—	51.6	—	—	—
BCP2025.03	58.96	64.79	62.46	50.49	55.08	63.31	57.64	48.74	56.81	27.77	—
H-SAM2025.03	52.24	56.29	51.23	41.59	60.5	51.94	51.86	42.37	69.31	36.15	—
FedU-Net2026.01	51.7	—	—	—	—	—	—	49	—	—	—
ABD2026.03	49.78	60.94	68.7	13.98	58.22	72.07	24.77	40.44	64.46	37.38	0.01
ABD2026.03	45.14	55.82	64.39	11.14	61.37	53.84	24.28	34.53	74.58	45.83	0.01
ABD2025.03	42.98	53.1	62.28	9.17	59.22	51.92	22.19	32.35	75.73	47.17	—
U-Net2026.03	29.56	28.71	35.61	21.23	43.56	20.6	27.62	24.03	97.97	65.18	0.01
CauSSL2026.03	27.7	26.23	37.11	17.76	35.45	24.99	24.63	21.12	111.58	67.71	0.01
CauSSL2026.03	26.74	22.75	33.42	17.57	29.72	28.26	28.73	22.39	112.85	66.26	0.01
CauSSL2025.03	24.54	20.36	31.11	15.68	27.27	26.17	26.66	18.03	116.15	70.57	—
SS-Net2026.03	22.8	25.58	24.98	14.61	43.67	18.43	9.57	17.25	109.57	72.94	0.01
UA-MT2026.03	20.77	27.41	16.66	9.91	40.4	15.57	14.65	15	121.23	79.17	0.01
SupOnly2025.03	20.42	22.11	21.81	19.6	13.87	18.16	26.98	15.63	118.15	79.7	—
U-Net2026.03	20.14	20.79	19.02	17.74	15.25	18.91	29.12	14.82	121.66	82.41	0.01
UA-MT2025.03	18.76	19.09	13.66	16.07	37.3	15.23	11.22	13.44	127.59	85.76	—
UA-MT2026.03	18.52	18.44	15.17	16.15	33.54	14.32	13.5	13.21	129.3	87.65	0.01
SS-Net2026.03	18.02	15.28	12.25	15.46	35.63	16.29	13.21	13.9	115.52	78.77	0.01
SS-Net2025.03	17.22	14.92	11.64	14.49	34.31	15.45	12.52	12.65	119.73	81.38	—