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ResearchFormerly WizWand

WSI-level retrieval on BRACS (Public)

66MV@3 AccuracyPathDino-512
52.4855.9959.563.01Nov 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PathDino-512Pre-training domain=Histopathology, Architecture type=Transformer, Resolution=5122023.1166
iBOT-PathPre-training domain=Histopathology, Architecture type=Transformer2023.1165
Barlow-Twins-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.1164
KimiaNetPre-training domain=Histopathology, Architecture type=CNN-based2023.1164
DinoSSLPathology-8Pre-training domain=Histopathology, Architecture type=Transformer2023.1164
DinoV1-ViT-b16Pre-training domain=Natural, Architecture type=Transformer2023.1163
PLIPPre-training domain=Histopathology, Architecture type=Transformer2023.1163
ConvNext-xlargePre-training domain=Natural, Architecture type=CNN-based2023.1162
BiomedCLIPPre-training domain=Histopathology, Architecture type=Transformer2023.1162
MoCoV2-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.1161
PathDino-224Pre-training domain=Histopathology, Architecture type=Transformer, Resolution=2242023.1161
ConvNext-b-224Pre-training domain=Natural, Architecture type=CNN-based, Resolution=2242023.1160
CLIP-ViT-B/16Pre-training domain=Natural, Architecture type=Transformer2023.1160
DinoV1-ViT-s16Pre-training domain=Natural, Architecture type=Transformer2023.1159
ResNet50Pre-training domain=Natural, Architecture type=CNN-based2023.1158
EfficientNet-b3-288Pre-training domain=Natural, Architecture type=CNN-based, Resolution=2882023.1158
MuDiPath-DenseNet-101Pre-training domain=Histopathology, Architecture type=CNN-based2023.1158
EfficientNet-b5Pre-training domain=Natural, Architecture type=CNN-based2023.1157
ViT-b16-224Pre-training domain=Natural, Architecture type=Transformer, Resolution=2242023.1157
MuDiPath-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.1156
DenseNet121Pre-training domain=Natural, Architecture type=CNN-based2023.1154
HIPT-ViT-s16Pre-training domain=Histopathology, Architecture type=Transformer2023.1154
DinoV2-ViT-b14Pre-training domain=Natural, Architecture type=Transformer2023.1153