Brain Tumor Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
BraTS 2024	MST-KDNet	HD952.9	77	1mo ago
BraTS T1–FLAIR (train)	Ours	DSC79.7	57	1mo ago
BraTS 2021 (val)		Dice WT93.75	56	26d ago
BraTS T2–T1CE (1%, 5%, 10% labeled data)	MEM-CIF	DSC72.03	54	1mo ago
BraTS 2018 (test)		ET DSC91.1	51	4d ago
BraTS 2023 (test)	SegMamba	WT Dice93.61	49	25d ago
BraTS PED 2023 (test)	UniFormer	HD95 (ET)11.55	34	1mo ago
BraTS 2020	SSFMamba	DSC (WT)91.31	27	1mo ago
BraTS Whole 2020	DC-Seg (MPNS)	Dice Coefficient90.94	26	1mo ago
BraTS 2020 (test)	GSD-Net	Dice Score83.84	24	24d ago
MSD (test)	PGR-Net	HD95 (WT)1.3144	24	25d ago
BraTS 2018 (online evaluation)	ShaSpec*	Dice ET78.4	20	1mo ago
BRATS 2013 (test)	InputCascadeCNN	Dice (Complete)88	18	1mo ago
BraTS 2020	ADRUwAMS	Dice (WT)92.29	15	6d ago
BraTS 2019 (test)	PGR-Net	WT Dice Score89.02	15	25d ago
BraTS 2019	ReFRM3D	WT Segmentation Score94	15	6d ago
BraTS 2020 (val)	HeMIS	Dice Score (General)72.06	15	3d ago
BraTS 21	VoCo	Dice TC85.27	14	1mo ago
Cheng low-data regime (N ≤ 20)	hypercolumn + LR	Dice Coefficient66	12	1mo ago
BraTS FLAIR 2021 (test)	SAM-RefiSeR	Dice Coefficient0.644	12	1mo ago
BraTS 2020	ReFRM3D	Dice (WT)94	12	1mo ago
BraTS 2018 (val)	ACN	ET Score78.07	12	1mo ago
BraTS 2017 (val)	Wang et al.	Dice (Enh.)78.59	12	1mo ago
BraTS 2023	SSFMamba	Dice (WT)94.69	11	1mo ago
BraTS Enhancing 2020	DC-Seg (MPNS)	Dice Coefficient76.43	11	1mo ago

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