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ResearchFormerly WizWand

Whole Slide Image Retrieval on Private-Skin

71Macro Avg F1 ScoreKimiaNet
60.663.36668.7Nov 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
KimiaNetPre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1171
iBOT-PathPre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1169
PathDino-224Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=3, Input Resolution=2242023.1168
ConvNext-b-224Pre-training Domain=Natural, Architecture Category=CNN, MV@k=3, Input Resolution=2242023.1167
DinoSSLPathology-8Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1167
PathDino-512Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=3, Input Resolution=5122023.1167
ConvNext-xlargePre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1166
DinoV2-ViT-b14Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1166
CLIP - ViT-B/16Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1166
PLIPPre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1166
ResNet50Pre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1165
EfficientNet-b3-288Pre-training Domain=Natural, Architecture Category=CNN, MV@k=3, Input Resolution=2882023.1165
DinoV1-ViT-s16Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1165
DinoV1-ViT-b16Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1165
BiomedCLIPPre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1165
ViT-b16-224Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=3, Input Resolution=2242023.1164
MoCoV2-ResNet50Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1164
MuDiPath-ResNet50Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1164
MuDiPath-DenseNet-101Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1163
HIPT-ViT-s16Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1163
DenseNet121Pre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1162
Barlow-Twins-ResNet50Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1162
EfficientNet-b5Pre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1161