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ResearchFormerly WizWand

Whole Slide Image Retrieval on PANDA

60Macro F1 ScoreMoCoV2-ResNet50
26.7235.364452.64Nov 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MoCoV2-ResNet50Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1160
Barlow-Twins-ResNet50Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1159
PathDino-512Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=3, Input Resolution=5122023.1158
KimiaNetPre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1156
PLIPPre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1154
iBOT-PathPre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1152
PathDino-224Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=3, Input Resolution=2242023.1146
DinoSSLPathology-8Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1145
EfficientNet-b5Pre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1135
DinoV1-ViT-b16Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1135
CLIP - ViT-B/16Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1135
ConvNext-xlargePre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1134
DinoV1-ViT-s16Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1134
MuDiPath-DenseNet-101Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1134
ConvNext-b-224Pre-training Domain=Natural, Architecture Category=CNN, MV@k=3, Input Resolution=2242023.1133
MuDiPath-ResNet50Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1133
BiomedCLIPPre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1133
ResNet50Pre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1130
EfficientNet-b3-288Pre-training Domain=Natural, Architecture Category=CNN, MV@k=3, Input Resolution=2882023.1130
HIPT-ViT-s16Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1130
ViT-b16-224Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=3, Input Resolution=2242023.1129
DinoV2-ViT-b14Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1129
DenseNet121Pre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1128