Abdominal Organ Segmentation on Abdominal CT to MRI benchmark leaderboard · SOTA2 Research

Abdominal Organ Segmentation on Abdominal CT to MRI

91.06DSC (Liver)Supervised

Evaluation Results

Method	Links
Supervised2025.11		91.06	87.79	87.22	85.6	87.92	0.31	0.25	1.7	1.42	0.92
SIFA2025.11		90.48	87.77	75.57	71.67	81.37	0.39	0.42	1.69	1.75	1.06
TCSA-UDA2025.11		90.31	89.32	75.52	77.3	83.11	0.41	0.4	1.71	1.72	1.06
SLAug2026.04		90.08	89.23	87.54	87.67	88.63	—	—	—	—	—
SECASA2025.11		89.95	82.55	73.17	69.7	78.84	0.53	0.68	1.87	2.43	1.38
AdvEnt2025.11		89.57	82.4	68.55	57.62	74.54	0.5	0.65	1.92	2.68	1.44
AdaOutput2025.11		89.55	79.42	68.53	58.25	73.94	0.54	0.9	1.77	2.62	1.46
Supervised2026.03		89.51	90.35	89.26	91.63	90.19	2.18	1.83	1.16	2.24	1.85
SHAPE2026.03		86.83	88.86	88.3	83.58	86.89	3.69	2.14	1.86	3.55	2.81
CSDG2026.04		86.62	87.48	86.88	84.27	86.31	—	—	—	—	—
UPL-SFDA2026.03		84.39	86.65	78.44	90.76	85.06	6.61	11.57	9.92	6.19	8.57
CycleGAN2026.03		84.31	84.37	79.48	81.06	82.31	6.38	4.78	10.55	15.7	9.35
SIFA2026.03		83.65	86.79	77.19	89.03	84.17	18.77	13.86	5.23	4.26	10.53
SASAN2026.03		82.75	85.26	78.92	90.36	84.32	6.5	14.52	7.09	3.44	7.89
DDFP2026.03		82.49	86.43	87.15	89.01	86.27	11.57	2.96	2.76	3.39	5.17
GenericSSL2026.03		82.43	86.88	80.52	89.79	84.91	8.15	9.11	6.78	2.79	6.71
AdaptSegNet2026.03		82.34	86.55	75.92	90	83.7	7.94	10.15	7.29	4.4	7.45
IPLC2026.03		82.3	88.11	81.31	87.64	84.84	11.72	3.06	6.19	3.78	6.19
FGML-DG2026.04		82.24	86.43	86.86	83.21	84.69	—	—	—	—	—
IPLC+2026.03		80.8	88.3	85.71	85.41	85.06	13.68	2.41	2.9	3.33	5.58
Cutout2026.04		79.8	82.32	82.14	76.24	80.12	—	—	—	—	—
ADVENT2026.03		79.64	81.49	75.77	81.15	79.51	10.28	7.05	9.96	19.68	11.74
AdvBias2026.04		78.54	81.7	80.69	79.73	80.17	—	—	—	—	—
MixStyle2026.04		77.63	78.41	78.03	77.12	77.8	—	—	—	—	—
RandConv2026.04		73.63	79.69	85.89	83.43	80.66	—	—	—	—	—
W/o adaptation2026.03		35.14	48.26	33.51	49.25	41.54	31.51	22.62	13.16	34.63	25.48