Snuffy (DINO Exhaustive)

Reported on 5 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.

Methodology5 results

Multiple Instance LearningonCAMELYON16
AUC· 2024-08-15
0.987
SOTA
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258
Multiple Instance LearningonCAMELYON16
Expected Calibration Error· 2024-08-15
0.083
best: 0.057 (Snuffy (SimCLR Exhaustive))
SOTA
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258
Multiple Instance LearningonCAMELYON16
FROC· 2024-08-15
0.675
SOTA
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258
Multiple Instance LearningonCAMELYON16
ACC· 2024-08-15
0.948
best: 0.952 (Snuffy (SimCLR Exhaustive))
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258
Multiple Instance LearningonCAMELYON16
Patch AUC· 2024-08-15
0.957
best: 0.98 (Snuffy (SimCLR Exhaustive))
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258