Activity Recognition on USC (test)
60.35AccuracyDCL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DCLLearning Paradigm=Supervised2023.09 | 60.35 | — | |
| Finding Order in Chaos (Ours)Learning Paradigm=Self-Supervised2023.09 | 60.13 | 59.13 | |
| IDAALearning Paradigm=Self-Supervised2023.09 | 59.23 | 56.11 | |
| STAugLearning Paradigm=Self-Supervised2023.09 | 55.61 | 56.74 | |
| NNCLRLearning Paradigm=Self-Supervised2023.09 | 55.41 | 52.64 | |
| DACLLearning Paradigm=Self-Supervised2023.09 | 53.61 | 51.76 | |
| Traditional Augs.Learning Paradigm=Self-Supervised2023.09 | 53.47 | 52.09 | |
| GenRepLearning Paradigm=Self-Supervised2023.09 | 50.13 | 49.5 | |
| Aug. BankLearning Paradigm=Self-Supervised2023.09 | 43.28 | 47.31 | |
| PosETLearning Paradigm=Self-Supervised2023.09 | 41.37 | 39.43 | |
| InfoMinLearning Paradigm=Self-Supervised2023.09 | 35.89 | 37.77 |