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ResearchFormerly WizWand

Heart Rate Prediction on DaLia

6.58MAEDCL
5.007615.621326.23536.8487Sep 23, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DCLLearning paradigm=Supervised, Labeled data size=Matches CL2023.096.5811.3
CNN EnsembleLearning paradigm=Supervised, Labeled data size=Entire dataset (excluding test)2023.098.58—
Finding Order in ChaosLearning paradigm=Self-Supervised2023.0910.5720.37
IDAALearning paradigm=Self-Supervised2023.0911.1220.45
NNCLRLearning paradigm=Self-Supervised2023.0911.5619.95
Traditional Augs.Learning paradigm=Self-Supervised2023.0912.0121.09
DACLLearning paradigm=Self-Supervised2023.0918.4425.61
STAugLearning paradigm=Self-Supervised2023.0918.730.81
GenRepLearning paradigm=Self-Supervised2023.0925.4136.83
Aug. BankLearning paradigm=Self-Supervised2023.0935.8740.61
PosETLearning paradigm=Self-Supervised2023.0935.9939.92
InfoMinLearning paradigm=Self-Supervised2023.0945.8950.77