Medical Image Segmentation2023en
Brain Tumor Segmentation Challenge 2023
1,251 multi-institutional MRI cases for brain tumor segmentation. Segments whole tumor (WT), tumor core (TC), and enhancing tumor (ET). Annual MICCAI challenge.
Current State of the Art
MedNeXt-L
German Cancer Research Center (DKFZ)
0.896
mean-dice-wt-tc-et
Top Models Performance Comparison
Top 3 models ranked by mean-dice-wt-tc-et
Best Score
0.896
Top Model
MedNeXt-L
Models Compared
3
Score Range
0.016
mean-dice-wt-tc-etPrimary
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | MedNeXt-LOpen Source German Cancer Research Center (DKFZ) | 0.896 | Mar 2023 | |
| 2 | STU-Net-LOpen Source Ziyan Huang et al. | 0.886 | Apr 2023 | |
| 3 | nnU-Net v2Open Source German Cancer Research Center (DKFZ) | 0.880 | Jun 2024 |
Related Papers3
nnU-Net for BraTS 2023: Adaptation of nnU-Net for BraTS 2023
Jun 2024Models: nnU-Net v2
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation
Mar 2023Models: MedNeXt-L