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ResearchFormerly WizWand

Heart Rate Prediction on IEEE SPC 22

8.74MAECNN Ensemble
7.826413.993220.1626.3268Sep 23, 2023
Updated 8mo ago

Evaluation results

MethodLinks
CNN EnsembleLearning paradigm=Supervised, Labeled data size=Entire dataset (excluding test)2023.098.74—
Finding Order in ChaosLearning paradigm=Self-Supervised2023.0912.2518.2
DACLLearning paradigm=Self-Supervised2023.0914.6720.06
IDAALearning paradigm=Self-Supervised2023.0915.3722.41
GenRepLearning paradigm=Self-Supervised2023.0915.6722.33
Traditional Augs.Learning paradigm=Self-Supervised2023.0916.8422.23
STAugLearning paradigm=Self-Supervised2023.0919.8630.7
PosETLearning paradigm=Self-Supervised2023.0923.4231.51
NNCLRLearning paradigm=Self-Supervised2023.0923.4928.75
Aug. BankLearning paradigm=Self-Supervised2023.0927.8436.41
DCLLearning paradigm=Supervised, Labeled data size=Matches CL2023.0928.132.45
InfoMinLearning paradigm=Self-Supervised2023.0931.5829.72