OpenCodePapers

classification-on-mhist

Classification
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeAccuracyModelNameReleaseDate
Improved transferability of self-supervised learning models through batch normalization finetuning✓ Link88.03MoCo-v2 (ResNet-50)2024-08-15
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets✓ Link85.88MoCo-v2 (ResNet-50)2022-12-09
Improved transferability of self-supervised learning models through batch normalization finetuning✓ Link84.03Barlow Twins (ResNet-50)2024-08-15
Improved transferability of self-supervised learning models through batch normalization finetuning✓ Link83.21SwAV (ResNet-50)2024-08-15
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets✓ Link81.68Supervised (ViT-S/16)2022-12-09
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets✓ Link81.27Barlow Rwins (ResNet-50)2022-12-09
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets✓ Link79.43DINO (ViT-S/16)2022-12-09
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets✓ Link78.92Supervised (ResNet-50)2022-12-09
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets✓ Link77.99SwAV (ResNet-50)2022-12-09
Check out how to contribute new results.