Time Series Classification on UCR Time Series Archive 85 datasets (test)
100AccuracyExisting SOTA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Existing SOTADataset=CBF2017.09 | 100 | — | — | — | — | |
| LSTM-FCNDataset=CBF, Fine-tuning=false2017.09 | 100 | — | — | — | — | |
| Existing SOTADataset=Gun Point2017.09 | 100 | — | — | — | — | |
| LSTM-FCNDataset=Gun Point, Fine-tuning=true2017.09 | 100 | — | — | — | — | |
| Existing SOTADataset=Trace2017.09 | 100 | — | — | — | — | |
| ALSTM-FCNDataset=Trace, Fine-tuning=false2017.09 | 100 | — | — | — | — | |
| Existing SOTADataset=Wafer2017.09 | 100 | — | — | — | — | |
| LSTM-FCNDataset=Wafer, Fine-tuning=false2017.09 | 100 | — | — | — | — | |
| ALSTM-FCNDataset=ECG5000, Fine-tuning=false2017.09 | 94.96 | — | — | — | — | |
| Existing SOTADataset=ECG50002017.09 | 94.82 | — | — | — | — | |
| ALSTM-FCNDataset=ArrowHead, Fine-tuning=true2017.09 | 92.57 | — | — | — | — | |
| ALSTM-FCNDataset=Yoga, Fine-tuning=false2017.09 | 92.37 | — | — | — | — | |
| Existing SOTADataset=Yoga2017.09 | 91.83 | — | — | — | — | |
| ALSTM-FCNDataset=Adiac, Fine-tuning=false2017.09 | 89 | — | — | — | — | |
| Existing SOTADataset=ArrowHead2017.09 | 88 | — | — | — | — | |
| Existing SOTADataset=Adiac2017.09 | 85.7 | — | — | — | — | |
| ALSTM-FCNFine-tuning=false, Training Phase=Phase 12017.09 | — | 57 | 0.0301 | 2.5647 | 1.8506 | |
| ALSTM-FCNFine-tuning=true, Training Phase=Phase 22017.09 | — | 51 | 0.0294 | — | — | |
| LSTM-FCNFine-tuning=false, Training Phase=Phase 12017.09 | — | 65 | 0.0318 | 2.1529 | 1.8046 | |
| LSTM-FCNFine-tuning=true, Training Phase=Phase 22017.09 | — | 43 | 0.0283 | — | — |