List your company
ResearchFormerly WizWand

WSI-level retrieval on PANDA (test)

57Macro F1 ScoreMoCoV2-ResNet50
28.9236.2143.550.79Nov 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MoCoV2-ResNet50Pre-training Data Domain=Histopathology, Model Architecture Type=CNN-based, Majority Vote Top-k=MV@52023.1157
Barlow-Twins-ResNet50Pre-training Data Domain=Histopathology, Model Architecture Type=CNN-based, Majority Vote Top-k=MV@52023.1156
PathDino-512Pre-training Data Domain=Histopathology, Model Architecture Type=Transformer, Resolution=512, Majority Vote Top-k=MV@52023.1156
KimiaNetPre-training Data Domain=Histopathology, Model Architecture Type=CNN-based, Majority Vote Top-k=MV@52023.1154
PLIPPre-training Data Domain=Histopathology, Model Architecture Type=Transformer, Majority Vote Top-k=MV@52023.1152
iBOT-PathPre-training Data Domain=Histopathology, Model Architecture Type=Transformer, Majority Vote Top-k=MV@52023.1151
DinoSSLPathology-8Pre-training Data Domain=Histopathology, Model Architecture Type=Transformer, Majority Vote Top-k=MV@52023.1145
PathDino-224Pre-training Data Domain=Histopathology, Model Architecture Type=Transformer, Resolution=224, Majority Vote Top-k=MV@52023.1145
DinoV1-ViT-b16Pre-training Data Domain=Natural, Model Architecture Type=Transformer, Majority Vote Top-k=MV@52023.1137
EfficientNet-b5Pre-training Data Domain=Natural, Model Architecture Type=CNN-based, Majority Vote Top-k=MV@52023.1136
DinoV1-ViT-s16Pre-training Data Domain=Natural, Model Architecture Type=Transformer, Majority Vote Top-k=MV@52023.1136
ConvNext-xlargePre-training Data Domain=Natural, Model Architecture Type=CNN-based, Majority Vote Top-k=MV@52023.1135
CLIP - ViT-B/16Pre-training Data Domain=Natural, Model Architecture Type=Transformer, Majority Vote Top-k=MV@52023.1135
MuDiPath-ResNet50Pre-training Data Domain=Histopathology, Model Architecture Type=CNN-based, Majority Vote Top-k=MV@52023.1135
MuDiPath-DenseNet-101Pre-training Data Domain=Histopathology, Model Architecture Type=CNN-based, Majority Vote Top-k=MV@52023.1135
BiomedCLIPPre-training Data Domain=Histopathology, Model Architecture Type=Transformer, Majority Vote Top-k=MV@52023.1134
ConvNext-b-224Pre-training Data Domain=Natural, Model Architecture Type=CNN-based, Resolution=224, Majority Vote Top-k=MV@52023.1133
ResNet50Pre-training Data Domain=Natural, Model Architecture Type=CNN-based, Majority Vote Top-k=MV@52023.1132
EfficientNet-b3-288Pre-training Data Domain=Natural, Model Architecture Type=CNN-based, Resolution=288, Majority Vote Top-k=MV@52023.1131
ViT-b16-224Pre-training Data Domain=Natural, Model Architecture Type=Transformer, Resolution=224, Majority Vote Top-k=MV@52023.1131
DenseNet121Pre-training Data Domain=Natural, Model Architecture Type=CNN-based, Majority Vote Top-k=MV@52023.1130
DinoV2-ViT-b14Pre-training Data Domain=Natural, Model Architecture Type=Transformer, Majority Vote Top-k=MV@52023.1130
HIPT-ViT-s16Pre-training Data Domain=Histopathology, Model Architecture Type=Transformer, Majority Vote Top-k=MV@52023.1130