CAMIL

Reported on 2 benchmarks across 1 task · 1 paper · 2 SOTA

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

Methodology2 results

Multiple Instance LearningonCAMELYON16
ACC· 2023-05-09
0.917
best: 0.952 (Snuffy (SimCLR Exhaustive))
SOTA
CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images arXiv:2305.05314
Multiple Instance LearningonCAMELYON16
AUC· 2023-05-09
0.959
best: 0.987 (Snuffy (DINO Exhaustive))
SOTA
CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images arXiv:2305.05314