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Papers Benchmarks Datasets Tasks

Whole Tumor Segmentation research benchmarks · SOTA2 Research

Whole Tumor Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Pretreat-MetsToBrain-Masks

71.82Mean Dice

60

Jun 9, 2026

Virtual Nodes Guided Dynamic Graph Neural Network

90.3DSC (%)

51

May 19, 2026

92.56Dice (Avg)

46

May 15, 2026

BraTS 2018 (test)

90.84DSC Average

37

Jun 9, 2026

Pretreat-MetsToBrain-Masks (test)

mmFormer (Region-wise Curriculum Learning Strategy)

73.16Dice Score

30

Feb 26, 2026

MetsToBrain-Masks (Pretreatment)

25.12HD95

20

Jun 9, 2026

BraTS 2018 (test)

92.3Sensitivity

20

Jun 9, 2026

BraTS 2019 (test)

BraTS'19 1st Place Solution

88.8Dice WT

13

Feb 26, 2026

87.19Score (T2)

6

Mar 11, 2026

Popular datasets

BraTS Pretreat-MetsToBrain-Masks Pretreat-MetsToBrain MetsToBrain-Masks

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