Medical Image Segmentation on Fundus (test) benchmark leaderboard · SOTA2 Research

Medical Image Segmentation on Fundus (test)

82.17Domain 1 DC (Optic Cup)MiDSS (reproduced)

Evaluation Results

Method	Links
MiDSS (reproduced)2026.01		82.17	95.35	77.56	90.55	82.23	92.89	83.34	91.22	86.91	78.12	8.24	3.95
CPM + CMMD (Ours)2026.01		81.23	94.84	78.39	89.26	83.37	92.84	84.09	91.92	86.99	78.22	8.25	3.96
FixMatch2026.01		81.18	91.29	72.04	87.6	80.41	92.95	74.58	87.07	83.39	73.48	11.77	5.6
FDA2026.01		76.99	89.94	77.69	89.63	78.27	90.96	64.52	74.29	80.29	71.05	16.23	8.44
BCP2026.01		71.65	91.1	77.19	92	72.63	90.77	77.67	91.42	83.05	73.66	11.05	5.8
CPS2026.01		64.53	86.25	70.26	86.97	42.92	54.94	36.98	46.7	61.19	52.69	34.44	26.79
CauSSL2026.01		63.38	80.6	67.52	80.72	49.53	63.88	39.43	49.43	61.81	51.8	41.25	23.94
CoraNet2026.01		61.64	87.32	65.56	87.05	66.12	83.54	49.01	77.73	72.25	60.5	20.52	10.44
U-Net2026.01		59.54	73.89	71.28	74.23	50.87	64.29	35.61	63.3	61.63	52.65	48.28	28.86
UA-MT2026.01		59.35	78.46	63.08	74.45	35.24	47.73	36.18	55.43	56.24	47	48.64	31.35
UDA-VAE++2026.01		55.01	80.76	68.87	85.94	63.23	84.92	68.42	80.89	73.51	61.4	17.6	9.86