Anatomy Segmentation on RadGenome Anatomy benchmark leaderboard · SOTA2 Research

Anatomy Segmentation on RadGenome Anatomy

61.98DiceSegFormer

Evaluation Results

Method	Links
SegFormer2026.05		61.98	51.99	14.24	3.41	58.52	81.96	1.76	3.41
UPerNet2026.05		61.91	51.74	14.07	3.65	58.37	80.31	1.83	3.56
Mask2Former2026.05		61.75	51.74	14.29	3.45	58.86	81.38	1.75	3.4
DeepLabV3+2026.05		60.14	50.07	15.34	3.86	56.34	78.65	1.72	3.34
PIDNet2026.05		59.94	49.88	14.77	3.68	56.38	77.84	1.69	3.29
U-Net++2026.05		58.96	49.07	14.63	3.56	57.29	73.21	1.66	3.22
nnU-Net2026.05		58.8	48.81	15.58	4.36	56.13	60.66	1.7	3.27
Swin-UNet2026.05		58.42	48.41	15.87	4.01	54.96	43.81	1.73	3.29
VMUNet2026.05		58.08	48.13	15.88	3.92	55.43	64.54	1.65	3.19
S-SAM2026.05		58.07	48.13	16.88	4.87	55.57	64.24	1.65	3.18
PointRend2026.05		58.03	47.81	16.13	4.37	55.38	76.91	1.64	3.19
U-Net2026.05		58.01	48	15.49	3.79	55.46	73.66	1.63	3.15
U-Mamba2026.05		57.91	47.93	15.65	3.58	55.62	64.6	1.65	3.19
TransUNet2026.05		57.63	47.7	15.7	3.57	55.18	74.92	1.6	3.1
U-KAN2026.05		57.57	47.56	15.42	3.51	55.5	79.53	1.58	3.08
Med-SAM-A2026.05		56.03	46.22	15.09	3.36	56.54	37	1.69	3.15
TopFormer2026.05		55.66	45.55	16.17	3.7	53.3	78.25	1.53	2.98
UNeXt2026.05		53.43	43.44	16.84	3.69	51.93	79.03	1.44	2.81
SeaFormer2026.05		48.93	39.1	20.48	5.27	47.45	71.56	1.36	2.65