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BraTS 2023.

Multi-institutional MRI dataset for brain tumor segmentation. 2023 edition includes adult glioma, meningioma, brain metastases, and pediatric glioma tasks. Primary task (adult glioma): 1,251 training cases. Segments whole tumor (WT), tumor core (TC), and enhancing tumor (ET). Annual MICCAI challenge running since 2012.

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§ 01 · SOTA history

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§ 02 · Leaderboard

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Only 3 models on this benchmark
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mean-dice-wt-tc-et

Mean Dice Wt Tc Et is the reported evaluation metric for BraTS 2023. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for mean-dice-wt-tc-etverifiedpapervendorcommunityunverified
RankModelTrustScoreYearLinksFix
01MedNeXt-L
BraTS 2023-style evaluation. MedNeXt-L on BraTS brain tumor segmentation. Value from MedNeXt brain tumor experiments.
verified0.902023Paper ↗Code ↗Looks wrong?
02STU-Net-L
BraTS-style brain tumor segmentation. STU-Net-L mean Dice WT/TC/ET. Table 6, arxiv:2304.06716.
verified0.892023Paper ↗Code ↗Looks wrong?
03nnU-Net v2
BraTS 2023 Adult Glioma validation set. Mean Dice across WT/TC/ET. nnU-Net adapted for BraTS 2023, arxiv:2406.07514.
verified0.882024Paper ↗Code ↗Looks wrong?
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