Medical Image Segmentation on M&Ms (val) benchmark leaderboard · SOTA2 Research

Medical Image Segmentation on M&Ms (val)

90.27Vendor A LV DCOurs (CPM + CMMD)

Evaluation Results

Method	Links
Ours (CPM + CMMD)2026.01		90.27	80.53	80.97	90.17	84.46	85.77	90.12	79.7	75.56	89.77	81.72	83.53	84.35	75.33	5.21	2.57
MiDSS (reproduced)2026.01		89.66	80.44	80.93	89.86	84.27	85.93	89.75	79.98	76.77	89.01	81.54	83.35	84.25	75.2	5.08	2.54
FixMatch2026.01		87.26	77.78	77.14	91.06	82.78	79.07	87.84	80.07	78.03	90.86	81.75	81.84	82.96	73.99	6.21	3.51
BCP2026.01		85.91	73.82	78.08	85.66	74.85	76.04	61.61	54.05	51.87	76.57	62.22	79.16	71.65	62.67	30.91	18.22
CoraNet2026.01		65.7	27.79	22.16	63.32	48.63	46.56	64.89	48.59	45.3	68.38	55.88	46.79	50.33	40.54	32.98	19.22
FDA2026.01		61.66	36.32	34.71	80.67	70.99	56.75	73.8	63.62	58.36	77.23	68.87	64.33	62.28	53.33	25.99	16.1
U-Net2026.01		57.29	37.85	34.65	73.44	64.2	53.58	55.83	48.47	44.84	63.85	52.25	49.85	53.01	44.3	38.07	22.88
UDA-VAE++2026.01		51.14	36.2	12.99	71.95	53.16	36.68	57.88	41.64	30.19	31.71	27.32	20.48	39.28	28.82	53.9	24.94
CPS2026.01		46.4	29.01	16.7	71.48	63.08	49.39	44.38	39.43	32.42	47.71	40.75	29.75	42.54	33.82	58.3	34.94
CauSSL2026.01		40.2	21.93	10.46	50.99	42.66	31.94	41.05	34	29.95	53.78	37.92	30.44	35.44	26.73	72.9	37.99
UA-MT2026.01		38.02	25.51	14.94	61.85	54.27	47.33	43.13	35.66	28.54	41.89	38.25	26.11	37.96	29.14	72.35	40.84