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ResearchFormerly WizWand

Whole Slide Image Retrieval on Private-CRC

68Macro F1PLIP
49.2854.145963.86Nov 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PLIPPre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1168
Barlow-Twins-ResNet50Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1167
KimiaNetPre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1166
PathDino-512Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=3, Input Resolution=5122023.1166
MoCoV2-ResNet50Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1165
DinoSSLPathology-8Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1165
ResNet50Pre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1164
EfficientNet-b5Pre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1164
iBOT-PathPre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1164
MuDiPath-DenseNet-101Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1163
DinoV1-ViT-b16Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1162
BiomedCLIPPre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1162
ConvNext-b-224Pre-training Domain=Natural, Architecture Category=CNN, MV@k=3, Input Resolution=2242023.1161
ConvNext-xlargePre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1161
DinoV1-ViT-s16Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1161
EfficientNet-b3-288Pre-training Domain=Natural, Architecture Category=CNN, MV@k=3, Input Resolution=2882023.1160
DinoV2-ViT-b14Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1159
PathDino-224Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=3, Input Resolution=2242023.1159
CLIP - ViT-B/16Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=32023.1158
MuDiPath-ResNet50Pre-training Domain=Histopathology, Architecture Category=CNN, MV@k=32023.1158
ViT-b16-224Pre-training Domain=Natural, Architecture Category=Transformer, MV@k=3, Input Resolution=2242023.1154
HIPT-ViT-s16Pre-training Domain=Histopathology, Architecture Category=Transformer, MV@k=32023.1152
DenseNet121Pre-training Domain=Natural, Architecture Category=CNN, MV@k=32023.1150