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ResearchFormerly WizWand

WSI Classification on Private-Skin

0.67Top-1 Macro F1DinoSSLPathology-8
0.59720.61610.6350.6539Nov 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DinoSSLPathology-8Pre-training Domain=Histopathology2023.110.67
PathDino-512Pre-training Domain=Histopathology, Resolution=5122023.110.67
CLIP - ViT-B/16Pre-training Domain=Natural2023.110.66
iBOT-PathPre-training Domain=Histopathology2023.110.66
DinoV2-ViT-b14Pre-training Domain=Natural2023.110.65
Barlow-Twins-ResNet50Pre-training Domain=Histopathology2023.110.65
KimiaNetPre-training Domain=Histopathology2023.110.65
PLIPPre-training Domain=Histopathology2023.110.65
EfficientNet-b3-288Pre-training Domain=Natural, Resolution=2882023.110.64
ConvNext-b-224Pre-training Domain=Natural, Resolution=2242023.110.64
ConvNext-xlargePre-training Domain=Natural2023.110.64
DinoV1-ViT-s16Pre-training Domain=Natural2023.110.64
ResNet50Pre-training Domain=Natural2023.110.63
MoCoV2-ResNet50Pre-training Domain=Histopathology2023.110.63
MuDiPath-DenseNet-101Pre-training Domain=Histopathology2023.110.63
BiomedCLIPPre-training Domain=Histopathology2023.110.63
PathDino-224Pre-training Domain=Histopathology, Resolution=2242023.110.63
ViT-b16-224Pre-training Domain=Natural, Resolution=2242023.110.62
DinoV1-ViT-b16Pre-training Domain=Natural2023.110.62
HIPT-ViT-s16Pre-training Domain=Histopathology2023.110.62
DenseNet121Pre-training Domain=Natural2023.110.61
MuDiPath-ResNet50Pre-training Domain=Histopathology2023.110.61
EfficientNet-b5Pre-training Domain=Natural2023.110.6