| Paper | Code | MCC | Average F1 | 1:1 Accuracy | ACC | AUROC | Avg F1 | F1 | Recall/ Sensitivity | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological images | ✓ Link | 0.990 | 0.996 | 0.9952 | 0.995 | DKL_101010 | 2023-12-23 | ||||
| Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images | ✓ Link | 0.98 | 0.997 | VGG16-TL | 2022-09-26 | ||||||
| Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation | ✓ Link | 0.911 | 0.956 | 0.961 | KD-based ViT-Tiny | 2023-05-27 | |||||
| Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images | ✓ Link | 0.81 | 0.89 | MobileNet-TL | 2022-09-26 | ||||||
| Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs | ✓ Link | 97.82 | 86.15 | 97.93 | DCNN-based MoE | 2024-03-12 |