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Artifact Detection On Histoartifacts

评估指标

Average F1
MCC

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
DKL_1010100.9960.990Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological images-
VGG16-TL0.9970.98Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images-
KD-based ViT-Tiny-0.911Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation
MobileNet-TL0.890.81Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images-
DCNN-based MoE--Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs
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Artifact Detection On Histoartifacts | SOTA | HyperAI超神经