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Models/Snuffy (SimCLR Exhaustive)

Snuffy (SimCLR Exhaustive)

Reported on 7 benchmarks across 1 task · 1 paper · 4 SOTA

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

Methodology7 results

Multiple Instance LearningonTCGA
AUC· 2024-08-15
0.972
SOTA
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258
Multiple Instance LearningonCAMELYON16
ACC· 2024-08-15
0.952
SOTA
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258
Multiple Instance LearningonCAMELYON16
Expected Calibration Error· 2024-08-15
0.057
SOTA
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258
Multiple Instance LearningonCAMELYON16
Patch AUC· 2024-08-15
0.98
SOTA
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258
Multiple Instance LearningonTCGA
ACC· 2024-08-15
0.947
best: 0.951 (DTFD-MIL (AFS))
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258
Multiple Instance LearningonCAMELYON16
AUC· 2024-08-15
0.97
best: 0.987 (Snuffy (DINO Exhaustive))
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258
Multiple Instance LearningonCAMELYON16
FROC· 2024-08-15
0.622
best: 0.675 (Snuffy (DINO Exhaustive))
Snuffy: Efficient Whole Slide Image Classifier arXiv:2408.08258