Brain Tumor Segmentation on MSD Brain Tumour (test) benchmark leaderboard · SOTA2 Research

Brain Tumor Segmentation on MSD Brain Tumour (test)

90.63DSC (ET)PGR-Net

Evaluation Results

Method	Links
PGR-Net2026.03		90.63	—	—	1.3144	89.67	0.7571	0.9089	89.27	—	—
SLf-UNet2026.03		90.46	—	—	1.3954	88.2	0.7649	0.9533	88.61	—	—
nnUNet2026.03		90.41	—	—	1.342	89.33	0.7849	0.925	88.79	—	—
UKAN2026.03		90.35	—	—	1.341	87.81	0.788	0.9355	88.1	—	—
UNet2026.03		90.33	—	—	1.38	88.15	0.7861	0.9356	88.56	—	—
Mamba Sea2026.03		90.28	—	—	1.3398	89.15	0.7735	0.9352	88.4	—	—
M-Net2026.03		90.26	—	—	1.3359	89.04	0.7701	0.9256	88.55	—	—
Cascaded UNet2026.03		90.24	—	—	1.351	89.06	0.7648	0.9268	88.29	—	—
H-VMUNet2026.03		90.14	—	—	1.3341	89.12	0.7789	0.9244	88.59	—	—
Swin UNETR2026.03		89.97	—	—	1.3571	89.2	0.7989	0.9372	88.51	—	—
Mamba-UNet2026.03		89.9	—	—	1.3459	88.75	0.7879	0.928	88.38	—	—
VM-UNet2026.03		89.76	—	—	1.3393	89.05	0.7912	0.925	88.43	—	—
TransUNet2026.03		89.52	—	—	1.3936	87.26	0.8073	0.9349	88.58	—	—
UNETR2026.03		88.52	—	—	1.448	85.92	0.831	1.0447	85.82	—	—
MedSAM2026.03		86.72	—	—	1.5697	84.2	0.9206	1.0025	86.11	—	—
nnFormer2021.09		81.8	4.05	86.4	3.8	91.3	3.87	4.49	86	—	—
FEFormer2026.05		80.3	5.01	74.97	—	—	—	—	—	81.72	62.89
VSmTrans2026.05		79.18	5.31	73.87	—	—	—	—	—	80.69	61.8
Swin UNETR2026.05		79.12	5.37	73.76	—	—	—	—	—	80.58	61.66
nnFormer2026.05		79.03	5.42	73.62	—	—	—	—	—	80.47	61.36
TransBTS2026.05		78.91	5.63	73.75	—	—	—	—	—	80.78	61.64
Att U-Net2026.05		78.83	5.62	73.53	—	—	—	—	—	80.45	61.37
MedNeXt2026.05		78.81	5.5	73.75	—	—	—	—	—	80.72	61.77
nnU-Net2026.05		78.78	5.7	73.47	—	—	—	—	—	80.35	61.35
TransHRNet2026.05		78.58	5.32	73.71	—	—	—	—	—	80.7	61.86
MixUNETR2026.05		78.52	5.34	73.68	—	—	—	—	—	80.71	61.83
UNETR2026.05		78	5.85	72.59	—	—	—	—	—	79.83	60
V-Net2026.05		77.61	5.98	73.03	—	—	—	—	—	79.8	61.73
UX Net2026.05		60.11	11.07	58.23	—	—	—	—	—	68.79	45.81
UNETR2021.09		58.5	8.82	71.1	8.27	78.9	9.35	8.85	76.1	—	—
TransBTS2021.09		57.4	9.65	69.6	10.03	77.9	9.97	8.95	73.5	—	—
CoTr2021.09		55.7	9.7	68.3	9.2	74.6	9.45	10.45	74.8	—	—
SETR MLA2021.09		55.4	13.49	63.9	15.503	69.8	10.24	14.72	66.5	—	—
SETR PUP2021.09		54.9	14.01	63.8	15.245	69.6	11.76	15.023	67	—	—
SETR NUP2021.09		54.4	13.78	63.7	14.419	69.7	11.72	15.19	66.9	—	—
TransUNet2021.09		54.2	12.98	64.4	14.03	70.6	10.42	14.5	68.4	—	—
CoTr2021.09		52.3	11.22	64.4	11.49	71.2	9.59	12.58	69.8	—	—
SegFormer2026.05		37.73	14.42	44.77	—	—	—	—	—	63.06	33.41