HistoArtifacts
Creative Commons Attribution 4.0 InternationalIntroduced 2024-03-12
This dataset contains five notable histological artifacts: blur, blood (hemorrhage), air bubbles, folded tissue, and damaged tissue. This dataset is used in the following works, and a description of the dataset can be found at https://zenodo.org/records/10809442.
See detailed video explanation in the video paper: https://www.sciencetalks-journal.com/article/S2772-5693(24)00013-6/fulltext
Benchmarks
3D Anomaly Detection/MCC3D Anomaly Detection/Average F13D Anomaly Detection/1:1 Accuracy3D Anomaly Detection/ACC3D Anomaly Detection/AUROC3D Anomaly Detection/Avg F13D Anomaly Detection/F13D Anomaly Detection/Recall/ SensitivityAnomaly Detection/MCCAnomaly Detection/Average F1Anomaly Detection/1:1 AccuracyAnomaly Detection/ACCAnomaly Detection/AUROCAnomaly Detection/Avg F1Anomaly Detection/F1Anomaly Detection/Recall/ Sensitivity