Multi-organ Segmentation on Synapse 20% labeled data (test) benchmark leaderboard · SOTA2 Research

Multi-organ Segmentation on Synapse 20% labeled data (test)

66.45Avg. DiceDINO-Mix

Evaluation Results

Method	Links
DINO-Mix2026.02		66.45	1.27	89	73.3	71.8	68.7	64	94.4	59.4	86.2	79	48.6	45.6	47.3	36.6
SKCDF2026.02		64.27	1.45	79.5	72.1	67.6	59.8	60.7	93.3	61.7	85.4	78.5	41.8	50.9	46.4	37.8
V-Net (fully)2026.02		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&D2026.02		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
DHC2026.02		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
CLD2026.02		41.07	32.15	62	66	59.3	61.5	0	89	31.7	62.8	49.4	28.6	18.5	0	5
SimiS2026.02		40.07	32.98	62.3	69.4	50.7	61.4	0	87	33	59	57.2	29.2	11.8	0	0
CReST2026.02		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
DePL2026.02		36.27	36.02	62.8	61	48.2	54.8	0	90.2	36	42.5	48.2	10.7	17	0	0
Adsh2026.02		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
SS-Net2026.02		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
DST2026.02		34.47	37.69	57.7	57.2	46.4	43.7	0	89	33.9	43.3	46.9	9	21	0	0
CPS2026.02		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
Basak2026.02		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
URPC2026.02		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-MT2026.02		20.26	71.67	48.2	31.7	22.2	0	0	81.2	29.1	23.3	27.5	0	0	0	0