Irregularly Sampled Multivariate Time Series Classification on MIMIC-III (test)
85.79AUROCTreeText-CTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TreeText-CTS2026.05 | 85.79 | 50.11 | 49.58 | |
| GRU-D2026.05 | 85.41 | 50.08 | 48.84 | |
| DuETT2026.05 | 84.6 | 45.76 | 48.2 | |
| STraTS2026.05 | 84.59 | 47.05 | 47.16 | |
| KEDGN2026.05 | 84.25 | 47.34 | 48.19 | |
| mTAND Transformer2026.05 | 83.99 | 46.03 | 47.53 | |
| LOCF LSTM2026.05 | 82.4 | 48.11 | 47.06 | |
| LOCF Transformer2026.05 | 82.3 | 44.65 | 46.41 | |
| SEFT2026.05 | 81.46 | 40.34 | 43.84 |