Codesota · Medical · Medical Image Segmentation · BraTS 2023Tasks/Medical/Medical Image Segmentation
Medical Image Segmentation · benchmark dataset · 2023 · EN

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.

Paper ↗Download datasetSubmit a result ↵
§ 01 · Leaderboard

Best published scores.

3 results indexed across 1 metric. Shaded row marks current SOTA; ties broken by submission date.

Primary
mean-dice-wt-tc-et · higher is better
mean-dice-wt-tc-et· primary
3 rows
#ModelOrgSubmittedPaper / codemean-dice-wt-tc-et
01MedNeXt-LOSSGerman Cancer Research Center (DKFZ)Mar 2023MedNeXt: Transformer-driven Scaling of ConvNets for Medi… · code0.896
02STU-Net-LOSSZiyan Huang et al.Apr 2023STU-Net: Scalable and Transferable Medical Image Segment… · code0.886
03nnU-Net v2OSSGerman Cancer Research Center (DKFZ)Jun 2024nnU-Net for BraTS 2023: Adaptation of nnU-Net for BraTS … · code0.880
Fig 2 · Rows sorted by score within each metric. Shaded row marks SOTA. Dates reflect model or paper release where available, otherwise the date Codesota accessed the source.
§ 03 · Progress

1 steps
of state of the art.

Each row below marks a model that broke the previous record on mean-dice-wt-tc-et. Intermediate submissions are kept in the leaderboard above; only SOTA-setting entries are re-listed here.

Higher scores win. Each subsequent entry improved upon the previous best.

SOTA line · mean-dice-wt-tc-et
  1. Mar 17, 2023MedNeXt-LGerman Cancer Research Center (DKFZ)0.896
Fig 3 · SOTA-setting models only. 1 entries span Mar 2023 → Mar 2023.
§ 04 · Literature

3 papers
tied to this benchmark.

Every paper below corresponds to at least one row in the leaderboard above. Click through for the arXiv preprint and, when available, the reference implementation.

§ 06 · Contribute

Have a score that beats
this table?

Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

Submit a result ↵Read submission guide
What a submission needs
  • 01A public checkpoint or API endpoint
  • 02A reproduction script with frozen commit + seed
  • 03Declared evaluation environment (Python, deps)
  • 04One row per metric declared by this dataset
  • 05A contact so we can follow up on discrepancies