Irregularly Sampled Multivariate Time Series Classification on PhysioNet 2012 (test)
0.8702AUROCSTraTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STraTS2026.05 | 0.8702 | 0.5543 | 0.5489 | |
| DuETT2026.05 | 0.8672 | 0.542 | 0.5455 | |
| KEDGN2026.05 | 0.8661 | 0.5374 | 0.5372 | |
| GRU-D2026.05 | 0.8595 | 0.5383 | 0.5402 | |
| TreeText-CTS2026.05 | 0.8571 | 0.5239 | 0.5264 | |
| mTAND Transformer2026.05 | 0.8397 | 0.51 | 0.513 | |
| SEFT2026.05 | 0.8278 | 0.4646 | 0.4733 | |
| LOCF Transformer2026.05 | 0.8197 | 0.4327 | 0.4688 | |
| LOCF LSTM2026.05 | 0.8192 | 0.4548 | 0.4751 |