Lesion Grounding and Segmentation on AbdomenAtlas 3.0 benchmark leaderboard · SOTA2 Research

Lesion Grounding and Segmentation on AbdomenAtlas 3.0

65.8Dice Score (K)GLeVE

Evaluation Results

Method	Links
GLeVE2026.05		65.8	48.7	27.8	69.5	60.2	29.5	76.2	44.3	38.9	17.8
R-Super2026.05		63.9	49.2	22.6	81.1	66.6	33.4	74.6	42.9	40.9	15.5
Medformer2026.05		59.8	44.3	16.4	71	90.1	36.5	73.2	39.2	35.3	15.9
GLeVE2026.05		56.6	42.9	19.3	98.4	83.3	54.6	74.9	38.1	37.7	15.5
SwinUNETR2026.05		56.5	34.2	22.2	130	153	105	71.4	36.6	31.7	13.4
nnUNetV22026.05		55.7	34.8	21.1	152	72.7	109	71.4	42.2	27.2	11.6
R-Super2026.05		54.3	39.6	20.5	101	74.4	85.1	74.4	37.2	37.1	15.3
GLeVE2026.05		53.9	38.2	18.4	113	96.1	62.7	74.1	35.4	33.9	12.8
R-Super2026.05		53.3	37.5	15.1	162	128	99.6	73.9	32.9	33.5	6.71
STUNet2026.05		53	30.8	22.6	136	119	111	65.5	33.8	33.2	12.8
SAT2026.05		51.6	34.9	17.6	96.7	82.3	54.9	57.9	23.7	28.9	11.3
UNet2026.05		51.3	31.7	12.7	180	234	105	66.2	30.2	36.3	6.83
CT-CLIP2026.05		48.9	28.6	16.4	127	93.7	81.6	48.7	18.9	23.2	9.38
Merlin2026.05		47.7	27.5	18.4	130	121	70	62.9	21.7	19.6	5.77
M3D-LaMed2026.05		35.3	13.6	19.9	95.9	103	42.1	34.6	10.4	2.62	10.6
Med-SAM32026.05		34.5	28.1	15.1	141	120	127	68.5	23.3	25.9	11.8
R1Seg-3D2026.05		28.9	15.6	6.47	276	196	237	43.7	12.5	15.3	2.3