Irregular Medical Time Series Classification on PAM
96.5AccuracyTimeCHEAT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TimeCHEAT2026.04 | 96.5 | 97.1 | 96.9 | 97 | |
| ViTST2026.04 | 95.8 | 96.2 | 96.2 | 96.5 | |
| DBGL2026.04 | 90.4 | 92.5 | 92.4 | 92.4 | |
| RainDrop2026.04 | 88.5 | 89.9 | 89.9 | 89.8 | |
| Trans-mean2026.04 | 83.7 | 84.9 | 86.4 | 86.4 | |
| Transformer2026.04 | 83.5 | 84.8 | 86 | 85 | |
| MTGNN2026.04 | 83.4 | 85.2 | 86.1 | 85.9 | |
| GRU-D2026.04 | 83.3 | 84.6 | 84.6 | 84.8 | |
| DGM²-O2026.04 | 82.4 | 85.2 | 83.9 | 84.3 | |
| mTAND2026.04 | 74.6 | 74.3 | 79.5 | 76.8 | |
| IP-Net2026.04 | 74.3 | 75.6 | 77.9 | 76.6 | |
| SeFT2026.04 | 67.1 | 70 | 68.2 | 68.5 |