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ResearchFormerly WizWand

WSI Classification on Private-CRC (Top-1 Macro avg F-1 score)

66Top-1 Macro F1MuDiPath-DenseNet-101
47.2852.145761.86Nov 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MuDiPath-DenseNet-101Pre-training Domain=Histopathology2023.1166
iBOT-PathPre-training Domain=Histopathology2023.1166
Barlow-Twins-ResNet50Pre-training Domain=Histopathology2023.1165
PLIPPre-training Domain=Histopathology2023.1165
MoCoV2-ResNet50Pre-training Domain=Histopathology2023.1164
KimiaNetPre-training Domain=Histopathology2023.1164
DinoSSLPathology-8Pre-training Domain=Histopathology2023.1164
PathDino-512Pre-training Domain=Histopathology, Resolution=5122023.1164
EfficientNet-b5Pre-training Domain=Natural2023.1163
DinoV1-ViT-b16Pre-training Domain=Natural2023.1161
PathDino-224Pre-training Domain=Histopathology, Resolution=2242023.1161
EfficientNet-b3-288Pre-training Domain=Natural2023.1160
ConvNext-b-224Pre-training Domain=Natural2023.1160
ResNet50Pre-training Domain=Natural2023.1158
ConvNext-xlargePre-training Domain=Natural2023.1158
MuDiPath-ResNet50Pre-training Domain=Histopathology2023.1158
BiomedCLIPPre-training Domain=Histopathology2023.1157
HIPT-ViT-s16Pre-training Domain=Histopathology2023.1157
DinoV2-ViT-b14Pre-training Domain=Natural2023.1156
CLIP - ViT-B/16Pre-training Domain=Natural2023.1156
DinoV1-ViT-s16Pre-training Domain=Natural2023.1155
ViT-b16-224Pre-training Domain=Natural2023.1150
DenseNet121Pre-training Domain=Natural2023.1148