a large part are migrated from other DeepPSP repositories, some are implemented in the old fasion, being inconsistent with the new system architecture of torch_ecg, hence need updating and testing
| Benchmark | Architecture | Source | Finished | Updated | Tested |
|---|---|---|---|---|---|
| CinC2020 | CRNN | DeepPSP/cinc2020 | ✔️ | ✔️ | ✔️ |
| CinC2021 | CRNN | DeepPSP/cinc2021 | ✔️ | ✔️ | ✔️ |
| CPSC2019 | SequenceTagging/U-Net | NA | ✔️ | ✔️ | ✔️ |
| CPSC2020 | CRNN/SequenceTagging | DeepPSP/cpsc2020 | ✔️ | ❌ | ❌ |
| CPSC2021 | CRNN/SequenceTagging/LSTM | DeepPSP/cpsc2021 | ✔️ | ✔️ | ✔️ |
| LUDB | U-Net | NA | ✔️ | ✔️ | ✔️ |
- Slicing data for CPSC2021 is too slow. An offline generated (sliced) dataset is hosted at Kaggle.
- Dataset for LUDB is too slow
- cli for training models are completely not tested