MS Lesion Segmentation on MSLesSeg benchmark leaderboard · SOTA2 Research

MS Lesion Segmentation on MSLesSeg

72DicennU-Net

Evaluation Results

Method	Links
nnU-Net2026.05		72	4.29	92	88	90
SegResNet2026.05		64	4.26	85	80	83
SwinUNETR2026.05		62	4.46	85	79	82
LSTAI2026.05		60	5.34	87	77	82
nnU-Net2026.05		58	2.62	86	77	82
SegResNet2026.05		56	2.09	82	72	77
SwinUNETR2026.05		54	2.23	75	70	73
SAMSEG2026.05		51	7.14	81	69	74
LSTAI2026.05		42	2.22	72	59	65
nnU-Net2026.05		39	1.29	71	54	61
SegResNet2026.05		36	1.29	63	48	54
SwinUNETR2026.05		36	1.27	60	47	53
LSTAI2026.05		27	1.59	45	41	43
SAMSEG2026.05		24	2.89	63	34	44
SAMSEG2026.05		6	2	40	8	14
SegResNet2026.05		3	1.03	5	5	5
nnU-Net2026.05		3	1.04	6	5	5
SwinUNETR2026.05		2	1	2	2	2
SAMSEG2026.05		1	1.41	0	1	1
LSTAI2026.05		0	—	0	0	—