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ResearchFormerly WizWand

WSI-level retrieval on Private-CRC (Internal)

67MV@3 AccuracyPLIP
50.3654.685963.32Nov 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PLIPPre-training domain=Histopathology, Architecture type=Transformer2023.1167
Barlow-Twins-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.1166
MoCoV2-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.1165
KimiaNetPre-training domain=Histopathology, Architecture type=CNN-based2023.1165
PathDino-512Pre-training domain=Histopathology, Architecture type=Transformer, Resolution=5122023.1165
ResNet50Pre-training domain=Natural, Architecture type=CNN-based2023.1164
EfficientNet-b5Pre-training domain=Natural, Architecture type=CNN-based2023.1164
DinoSSLPathology-8Pre-training domain=Histopathology, Architecture type=Transformer2023.1164
MuDiPath-DenseNet-101Pre-training domain=Histopathology, Architecture type=CNN-based2023.1163
BiomedCLIPPre-training domain=Histopathology, Architecture type=Transformer2023.1163
iBOT-PathPre-training domain=Histopathology, Architecture type=Transformer2023.1163
ConvNext-b-224Pre-training domain=Natural, Architecture type=CNN-based, Resolution=2242023.1162
DinoV1-ViT-b16Pre-training domain=Natural, Architecture type=Transformer2023.1162
EfficientNet-b3-288Pre-training domain=Natural, Architecture type=CNN-based, Resolution=2882023.1161
ConvNext-xlargePre-training domain=Natural, Architecture type=CNN-based2023.1161
DinoV1-ViT-s16Pre-training domain=Natural, Architecture type=Transformer2023.1161
DinoV2-ViT-b14Pre-training domain=Natural, Architecture type=Transformer2023.1159
PathDino-224Pre-training domain=Histopathology, Architecture type=Transformer, Resolution=2242023.1159
CLIP-ViT-B/16Pre-training domain=Natural, Architecture type=Transformer2023.1158
MuDiPath-ResNet50Pre-training domain=Histopathology, Architecture type=CNN-based2023.1158
ViT-b16-224Pre-training domain=Natural, Architecture type=Transformer, Resolution=2242023.1155
HIPT-ViT-s16Pre-training domain=Histopathology, Architecture type=Transformer2023.1152
DenseNet121Pre-training domain=Natural, Architecture type=CNN-based2023.1151