Snuffy: Efficient Whole Slide Image Classifier

Benchmark Model Rank Results
multiple-instance-learning-on-camelyon16Snuffy (DINO Exhaustive)#1AUC: 0.987ACC: 0.948Expected Calibration Error: 0.083FROC: 0.675
multiple-instance-learning-on-camelyon16Snuffy (SimCLR Exhaustive)#2AUC: 0.970ACC: 0.952Expected Calibration Error: 0.057FROC: 0.622
multiple-instance-learning-on-camelyon16Snuffy (MAE Adapter)#11AUC: 0.910ACC: 0.900Expected Calibration Error: 0.078FROC: 0.543
multiple-instance-learning-on-tcgaSnuffy (SimCLR Exhaustive)#2ACC: 0.947AUC: 0.972