OpenCodePapers

breast-cancer-histology-image-classification

Breast Cancer Histology Image Classification
Dataset Link
Results over time
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Leaderboard
PaperCodeAccuracy (%)1:1 AccuracyAccuracy (Inter-Patient)ModelNameReleaseDate
Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision✓ Link99.39WaveMix2024-06-09
Breast-NET: a lightweight DCNN model for breast cancer detection and grading using histological samples✓ Link98.11Breast-NET2024-08-10
VGGIN-Net: Deep Transfer Network for Imbalanced Breast Cancer Dataset✓ Link96.15VGGIN-Net2022-03-29
Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers91.72WaveMixLite-224/102023-02-22
Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images✓ Link92.2392.15EfficientNet-b22022-03-15