DTFD-MIL (AFS)

Reported on 3 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

Multiple Instance LearningonTCGA
ACC· 2022-03-22
0.951
SOTA
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification arXiv:2203.12081
Multiple Instance LearningonCAMELYON16
ACC· 2022-03-22
0.908
best: 0.952 (Snuffy (SimCLR Exhaustive))
SOTA
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification arXiv:2203.12081
Multiple Instance LearningonCAMELYON16
AUC· 2022-03-22
0.946
best: 0.987 (Snuffy (DINO Exhaustive))
SOTA
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification arXiv:2203.12081