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SotA/Methodology/Multiple Instance Learning/TCGA

Multiple Instance Learning on TCGA

Metric: ACC (higher is better)

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#Model↕ACC▼AugmentationsPaperDate↕Code
1DTFD-MIL (AFS)0.951NoDTFD-MIL: Double-Tier Feature Distillation Multi...2022-03-22Code
2Snuffy (SimCLR Exhaustive)0.947NoSnuffy: Efficient Whole Slide Image Classifier2024-08-15Code
3DSMIL-LC0.9286NoDual-stream Multiple Instance Learning Network f...2020-11-17Code
4DSMIL0.919NoDual-stream Multiple Instance Learning Network f...2020-11-17Code
5DTFD-MIL (MaxMinS)0.891NoDTFD-MIL: Double-Tier Feature Distillation Multi...2022-03-22Code
6TransMIL0.8835NoTransMIL: Transformer based Correlated Multiple ...2021-06-02Code
7DTFD-MIL (MaxS)0.868NoDTFD-MIL: Double-Tier Feature Distillation Multi...2022-03-22Code