Multivariate Time Series Classification on MIMIC-IV
85.3AUROCGSNF(δlb)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GSNF(δlb)2026.05 | 85.3 | 55.5 | |
| Hi-Patch2026.05 | 84.9 | 54.2 | |
| GSNF(δ)2026.05 | 84.9 | 55.3 | |
| Warpformer2026.05 | 84.6 | 46.6 | |
| DualDynamics2026.05 | 84.4 | 54.7 | |
| FlowPath2026.05 | 84.4 | 53.2 | |
| mTAN2026.05 | 83.8 | 46.6 | |
| GNeuralFlow2026.05 | 83.6 | 53.1 | |
| TimeCHEAT2026.05 | 83.1 | 51.2 | |
| GRU-D2026.05 | 82.2 | 48.3 | |
| IVP-VAE2026.05 | 81.8 | 52.7 | |
| ViTST2026.05 | 81.8 | 39.6 | |
| ODE-RNN2026.05 | 81 | 47.3 | |
| Raindrop2026.05 | 79.8 | 35.2 | |
| NeuralFlow2026.05 | 79.7 | 51.5 |