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ResearchFormerly WizWand

WSI-level Search on Private-Breast Internal (test)

68Top-1 AccPathDino
39.9247.2154.561.79Nov 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PathDinoPatching Method=FPS, Distance Metric=median of minimum Euclidean distances, Resolution=5122023.1168
iBOT-PathPatching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1164
PLIPPatching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1158
DinoSSLPathology-8Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1158
ConvNext-b-224Patching Method=FPS, Distance Metric=median of minimum Euclidean distances, Resolution=224x2242023.1156
ConvNext-xlargePatching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1156
DinoV1-ViT-b16Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1155
DinoV2-ViT-b14Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1153
PathDinoPatching Method=FPS, Distance Metric=median of minimum Euclidean distances, Resolution=2242023.1153
EfficientNet-b5Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1151
MuDiPath-DenseNet-101Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1151
KimiaNetPatching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1151
CLIP - ViT-B/16Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1149
ResNet50Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1148
DenseNet121Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1148
DinoV1-ViT-s16Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1148
BiomedCLIPPatching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1147
MuDiPath-ResNet50Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1144
HIPT-ViT-s16Patching Method=FPS, Distance Metric=median of minimum Euclidean distances2023.1144
EfficientNet-b3-288Patching Method=FPS, Distance Metric=median of minimum Euclidean distances, Resolution=288x2882023.1141
ViT-b16-224Patching Method=FPS, Distance Metric=median of minimum Euclidean distances, Resolution=224x2242023.1141