Heart Rate Prediction on IEEE SPC 22
8.74MAECNN Ensemble
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CNN EnsembleLearning paradigm=Supervised, Labeled data size=Entire dataset (excluding test)2023.09 | 8.74 | — | |
| Finding Order in ChaosLearning paradigm=Self-Supervised2023.09 | 12.25 | 18.2 | |
| DACLLearning paradigm=Self-Supervised2023.09 | 14.67 | 20.06 | |
| IDAALearning paradigm=Self-Supervised2023.09 | 15.37 | 22.41 | |
| GenRepLearning paradigm=Self-Supervised2023.09 | 15.67 | 22.33 | |
| Traditional Augs.Learning paradigm=Self-Supervised2023.09 | 16.84 | 22.23 | |
| STAugLearning paradigm=Self-Supervised2023.09 | 19.86 | 30.7 | |
| PosETLearning paradigm=Self-Supervised2023.09 | 23.42 | 31.51 | |
| NNCLRLearning paradigm=Self-Supervised2023.09 | 23.49 | 28.75 | |
| Aug. BankLearning paradigm=Self-Supervised2023.09 | 27.84 | 36.41 | |
| DCLLearning paradigm=Supervised, Labeled data size=Matches CL2023.09 | 28.1 | 32.45 | |
| InfoMinLearning paradigm=Self-Supervised2023.09 | 31.58 | 29.72 |