Aortic Dissection Segmentation on ImageTBAD (test) benchmark leaderboard · SOTA2 Research

Aortic Dissection Segmentation on ImageTBAD (test)

85.63True Lumen DSCnnU-Net

Evaluation Results

Method	Links
nnU-Net2025.12		85.63	75.43	3.63	0.69	76.41	64.22	3.82	1.23	81.02	69.83	3.72	0.96
UnCoL2025.12		83.46	72.45	3.8	0.88	74.31	61.82	3.61	1.14	78.89	67.13	3.7	1.01
Swin-UNETR2025.12		82.64	71.42	2.3	0.5	73.68	61.02	2.91	0.79	78.16	66.22	2.6	0.64
FUSSNet2025.12		81.97	70.34	4.02	1.07	70.21	56.93	5.59	1.52	76.09	63.63	4.81	1.3
SemiSAM+2025.12		79.33	66.4	4.92	1.26	68.8	55.1	4.77	1.38	74.06	60.75	4.84	1.32
UA-MT2025.12		78.67	65.57	4.55	1.05	69.62	55.12	4.79	1.23	74.15	60.34	4.67	1.14
MT2025.12		78.3	64.83	4.42	1.14	69.02	54.46	6.2	1.77	73.66	59.65	5.31	1.45
UnCoL2025.12		77.57	64.33	4.24	1.18	64.37	50.01	5.41	1.42	70.97	57.17	4.83	1.3
nnU-Net2025.12		76.21	62.48	5.95	1.67	67.99	53.95	6.99	1.97	72.1	58.21	6.47	1.81
BCP2025.12		76.06	62.01	4.56	1.46	60.86	46.72	5.94	1.59	68.46	54.36	5.25	1.53
BCP2025.12		76.03	62.34	5.1	1.56	55.75	44.82	4.68	1.2	65.89	53.58	4.89	1.38
VNet2025.12		76.02	64.54	10.05	3.53	68.22	56.59	10.8	4	72.12	60.56	10.43	3.76
UA-MT2025.12		74.21	59.77	4.78	1.27	63.14	49.45	5.47	1.5	68.67	54.61	5.12	1.39
AC-MT2025.12		74.14	59.71	5.03	1.39	58.01	44.56	5.74	1.51	66.07	52.13	5.38	1.45
FUSSNet2025.12		73.95	60.48	6.08	1.49	63.84	49.84	6.29	1.86	68.9	55.16	6.19	1.67
nnU-Net2025.12		73.14	59.04	6.25	1.67	64.07	50.34	8.1	2.49	68.61	54.69	7.17	2.08
AC-MT2025.12		72.8	58.09	5.21	1.38	62.61	47.96	5.42	1.64	67.7	53.03	5.32	1.51
Su et al.2025.12		72.54	57.79	6.76	2.17	62.37	48.01	6.52	1.93	67.45	52.9	6.64	2.05
MT2025.12		70.41	55.4	5.89	1.46	58.92	44.68	9.07	2.54	64.67	50.04	7.48	2
VNet2025.12		70.12	55.35	14.59	4.04	51.95	39.7	14.33	6.15	61.04	47.52	14.46	5.11
Swin-UNETR2025.12		70.12	54.75	3.63	0.91	63.39	48.05	3.83	1.11	66.75	51.4	3.73	1.01
Su et al.2025.12		69.43	54.5	8.46	2.44	63.25	48.2	7.38	1.35	66.34	51.35	7.92	1.9
MC-Net+2025.12		69.42	54.58	9.14	1.97	54.02	40.63	11.19	3.05	61.72	47.6	10.17	2.51
Swin-UNETR2025.12		64.74	48.74	6.02	1.75	59.74	44.04	5.85	1.57	62.24	46.39	5.94	1.66
VNet2025.12		63.25	48.41	13.34	3.2	48.45	36.41	15.04	4.09	55.85	42.41	14.19	3.65
MC-Net+2025.12		61.8	47.02	9.96	2.78	52.1	38.67	10.85	4.04	56.95	42.85	10.4	3.41
SemiSAM+2025.12		60.46	44.17	21.64	5.88	61.65	45.92	21.58	5.68	61.05	45.05	21.61	5.78
CauSSL2025.12		53.26	38.36	7.85	2.27	43.64	30.64	13.83	3.63	48.45	34.5	10.84	2.95
CauSSL2025.12		51.61	36.26	7.9	2.2	33.14	22.94	8.07	2.24	42.37	29.6	7.98	2.22
MedSAM2025.12		47.88	32.23	7.89	2.89	40.35	25.48	11.73	4.54	44.12	28.86	9.81	3.71
SegVol2025.12		34.41	21.85	18.68	5.9	30.87	19.22	19.64	6.01	32.64	20.53	19.16	5.96
SAM-Med3D2025.12		33.56	22.23	13.55	4.42	25.66	15.86	12.91	4.47	29.61	19.04	13.23	4.44
SAM2025.12		19.18	10.99	16.14	5.64	18.17	10.31	16.42	5.55	18.68	10.65	16.28	5.6