Brain Tumor Segmentation on BraTS 2020 (DSC & HD95) benchmark leaderboard · SOTA2 Research

Brain Tumor Segmentation on BraTS 2020 (DSC & HD95)

91.31DSC (WT)SSFMamba

Evaluation Results

Method	Links
SSFMamba2025.08		91.31	84.51	76.69	4.31	4.97	7.53	84.17	5.6
MedNext 20232025.08		91.26	83.52	75.71	4.75	4.77	8.01	83.49	5.84
nnU-net2025.10		91.2	85.7	79.9	3.73	5.64	26.41	—	—
EM-Net 20242025.08		90.81	83.44	75.65	5.04	5.77	8.08	83.3	6.29
MPN2025.10		90.8	85.6	78.7	4.71	5.7	35.01	—	—
SegMamba 20242025.08		90.77	84.33	75.98	4.38	6.17	8.04	83.69	6.2
SuperLightNet 20252025.08		90.68	83.16	76.31	7.89	5.65	7.71	83.38	6.88
SYNAPSE-Net2025.10		90.6	86.5	78.8	4.32	4.34	10.94	—	—
DLA2025.10		90.5	78.9	72.5	8.06	8.93	33.87	—	—
SwinUNETR-V2 20232025.08		90.37	83.83	75.18	5.16	5.4	7.58	83.13	6.04
UNETR 20222025.08		90.13	78.93	73.89	6.05	6.11	8.72	80.98	6.96
TransBTS2025.10		90.1	81.7	78.7	4.96	9.77	17.95	—	—
SwinUNETR 20222025.08		90.1	84.11	75.52	5.13	5.54	7.91	83.24	6.19
UXNET 20202025.08		90.09	83.32	76.19	4.62	5.6	8.06	83.2	6.09
AD-Net2025.10		90	80	76	7.22	15.3	35.2	—	—
U-Net 20152025.08		89.79	84.01	74.82	4.91	5.56	8.01	82.87	6.16
TransUNet 20242025.08		89.35	80.34	71.47	4.34	5.67	8.64	80.38	6.22
3D-GAN2025.10		89.3	79.2	75	6.39	14.07	36	—	—
MultiResUNet2025.10		89.3	79	70.3	4.63	10.07	34.31	—	—
SaE-Net2025.10		88.7	84.3	80.5	4.54	19.59	15.43	—	—
DR-Unet2025.10		88.6	66.9	65.5	18.39	53.61	16.19	—	—
Ours2025.11		87.21	82.54	65.93	6.4	7.6	5.9	78.56	6.63
M3AE2025.11		86.9	79.1	61.7	6.9	8.4	5.8	75.9	7
TMFormer2025.11		86.48	80.92	62.74	6.4	7.8	6.1	76.68	6.77
ShaSpec2025.11		86.27	78.53	59.91	6.5	8.2	6.2	74.9	6.97
MIFPN2025.11		85.48	78	60.22	7.5	8.7	6.1	74.57	7.43
SMU-Net2025.11		85.3	77.7	59.7	7.3	8.1	6.1	74.23	7.17
HTSCGAN2026.06		83.6	78.1	67.7	—	—	—	76.5	—
TSF2026.06		83.2	77.1	63.6	—	—	—	74.6	—
MMT2026.06		82.2	77.1	67.1	—	—	—	75.5	—
MILR2026.06		82	76.2	67.1	—	—	—	75.1	—
W/O Translation2026.06		81.6	75.5	65.3	—	—	—	74.1	—
MSG-LDM2026.06		81.5	76.6	66.2	—	—	—	74.8	—
MMGAN2026.06		81.4	76.9	66	—	—	—	74.8	—