HyperAI超神経
ホームニュース最新論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
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HyperAI超神経

Multiple Instance Learning On Tcga

評価指標

ACC
AUC

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
ACC
AUC
Paper TitleRepository
Snuffy (SimCLR Exhaustive)0.9470.972Snuffy: Efficient Whole Slide Image Classifier
DTFD-MIL (MaxS)0.8680.919DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
DTFD-MIL (MaxMinS)0.8910.961DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
DTFD-MIL (MAS)-0.955DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
TransMIL0.88350.9603TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
DSMIL-LC0.92860.9583Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning
DTFD-MIL (AFS)0.951-DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
DSMIL0.91900.9633Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning
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