Our new X account is live! Follow @wizwand_team for updates

Semi-supervised medical image segmentation on Synapse (20% labeled)

62.09Average Dice Score

V-Net (fully supervised baseline)

Updated 4d ago

Evaluation Results

Method
V-Net (fully supervised baseline) 2023.07	62.09	10.28	84.6	77.2	73.8	73.3	38.2	94.6	68.4	72.1	71.2	58.2	48.5	17.9	29
V-Net (fully) 2023.10	62.09	10.28	84.6	77.2	73.8	73.3	38.2	94.6	68.4	72.1	71.2	58.2	48.5	17.9	29
A&D 2023.10	60.88	2.52	85.2	66.9	67	52.7	62.9	89.6	52.1	83	74.9	41.8	43.4	44.8	27.2
DHC 2023.07	48.61	10.71	62.8	69.5	59.2	66	13.2	85.2	36.9	67.9	61.5	37	30.9	31.4	10.6
DHC 2023.10	48.61	10.71	62.8	69.5	59.2	66	13.2	85.2	36.9	67.9	61.5	37	30.9	31.4	10.6
CLD 2023.07	41.07	32.15	62	66	59.3	61.5	0	89	31.7	62.8	49.4	28.6	18.5	0	5
CLD 2023.10	41.07	32.15	62	66	59.3	61.5	0	89	31.7	62.8	49.4	28.6	18.5	0	5
SimiS 2023.07	40.07	32.98	62.3	69.4	50.7	61.4	0	87	33	59	57.2	29.2	11.8	0	0
SimiS 2023.10	40.07	32.98	62.3	69.4	50.7	61.4	0	87	33	59	57.2	29.2	11.8	0	0
CREST 2023.07	38.33	22.85	62.1	64.7	53.8	43.8	8.1	85.9	27.2	54.4	47.7	14.4	13	18.7	4.6
CREST 2023.10	38.33	22.85	62.1	64.7	53.8	43.8	8.1	85.9	27.2	54.4	47.7	14.4	13	18.7	4.6
CPS 2023.07	36.27	36.02	62.8	61	48.2	54.8	0	90.2	36	42.5	48.2	10.7	17	0	0
DePL 2023.10	36.27	36.02	62.8	61	48.2	54.8	0	90.2	36	42.5	48.2	10.7	17	0	0
Adsh 2023.07	35.29	39.61	55.1	59.6	45.8	52.2	0	89.4	32.8	47.6	53	8.9	14.4	0	0
Adsh 2023.10	35.29	39.61	55.1	59.6	45.8	52.2	0	89.4	32.8	47.6	53	8.9	14.4	0	0
DST 2023.07	35.08	50.81	62.7	67.9	60.9	34.3	0	89.9	20.9	61.7	44.8	0	8.7	4.2	0
SS-Net 2023.10	35.08	50.81	62.7	67.9	60.9	34.3	0	89.9	20.9	61.7	44.8	0	8.7	4.2	0
DePL 2023.07	34.47	37.69	57.7	57.2	46.4	43.7	0	89	33.9	43.3	46.9	9	21	0	0
DST 2023.10	34.47	37.69	57.7	57.2	46.4	43.7	0	89	33.9	43.3	46.9	9	21	0	0
SS-Net 2023.07	33.55	41.21	62.8	55.2	45.4	35.9	0	91.1	31.3	41.9	49.2	8.8	14.5	0	0
CPS 2023.10	33.55	41.21	62.8	55.2	45.4	35.9	0	91.1	31.3	41.9	49.2	8.8	14.5	0	0
Basak et al. 2023.07	33.24	43.78	57.4	53.8	48.5	46.9	0	87.8	28.7	42.3	45.4	6.3	15	0	0
Basak et al. 2023.10	33.24	43.78	57.4	53.8	48.5	46.9	0	87.8	28.7	42.3	45.4	6.3	15	0	0
URPC 2023.07	25.68	72.74	66.7	38.2	56.8	0	0	85.3	33.9	33.1	14.8	0	5.1	0	0
URPC 2023.10	25.68	72.74	66.7	38.2	56.8	0	0	85.3	33.9	33.1	14.8	0	5.1	0	0
UA-MT 2023.07	20.26	71.67	48.2	31.7	22.2	0	0	81.2	29.1	23.3	27.5	0	0	0	0
UA-MT 2023.10	20.26	71.67	48.2	31.7	22.2	0	0	81.2	29.1	23.3	27.5	0	0	0	0