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Papers Benchmarks Datasets Tasks

GBMLGG dataset and benchmarks · SOTA2 Research

Research Datasets

GBMLGG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Survival Prediction

GBMLGG

0.881C-index

34

Clinical classification

GBMLGG Mesenchymal

93.22AUC

18

Molecular Biomarker Prediction

GBMLGG 2 tasks

74.4Balanced Accuracy

16

Mask-to-Image Faithfulness

GBMLGG TCGA (test)

83.52Faithfulness Score

10

Image-text similarity

GBMLGG 5x magnification TCGA (test)

21.82PLIP Cosine Similarity

3

Image-text similarity

GBMLGG 20x magnification TCGA (test)

23.72PLIP Cosine Similarity

3

Popular tasks

Image-text similarity Survival Prediction Mask-to-Image Faithfulness Clinical Classification Molecular Biomarker Prediction

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