List your company
ResearchFormerly WizWand

Object Detection on M5 HCM to LCM 400x 1.0 (test)

33.8mAPRanking+Triplet loss
20.90424.25227.630.948Nov 26, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Ranking+Triplet lossSource Domain=HCM, Target Domain=LCM, Source Magnification=400x, Target Magnification=400x, Base Detector=Faster R-CNN, Backbone=ResNet-502021.1133.8
Ranking lossSource Domain=HCM, Target Domain=LCM, Source Magnification=400x, Target Magnification=400x, Base Detector=Faster R-CNN, Backbone=ResNet-502021.1132.4
Triplet lossSource Domain=HCM, Target Domain=LCM, Source Magnification=400x, Target Magnification=400x, Base Detector=Faster R-CNN, Backbone=ResNet-502021.1132.2
Fine Tuning on fake-LQMSource Domain=HCM, Target Domain=LCM, Source Magnification=400x, Target Magnification=400x, Base Detector=Faster R-CNN, Backbone=ResNet-502021.1131.8
Source onlySource Domain=HCM, Target Domain=LCM, Source Magnification=400x, Target Magnification=400x, Base Detector=Faster R-CNN, Backbone=ResNet-502021.1126.7
Xu et al.Source Domain=HCM, Target Domain=LCM, Source Magnification=400x, Target Magnification=400x, Base Detector=Faster R-CNN, Backbone=ResNet-502021.1121.6
Chen et al.Source Domain=HCM, Target Domain=LCM, Source Magnification=400x, Target Magnification=400x, Base Detector=Faster R-CNN, Backbone=ResNet-502021.1121.5
Saito et al.Source Domain=HCM, Target Domain=LCM, Source Magnification=400x, Target Magnification=400x, Base Detector=Faster R-CNN, Backbone=ResNet-502021.1121.4