Multivariate Time Series Classification on eICU
85.2AUROCGSNF(δ)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GSNF(δ)2026.05 | 85.2 | 56.1 | |
| GSNF(δlb)2026.05 | 85.2 | 56.1 | |
| FlowPath2026.05 | 85.1 | 53.8 | |
| GNeuralFlow2026.05 | 85.1 | 54.5 | |
| DualDynamics2026.05 | 84.9 | 54.2 | |
| Warpformer2026.05 | 84.8 | 53.7 | |
| GRU-D2026.05 | 84.6 | 49.6 | |
| Raindrop2026.05 | 84.6 | 55.1 | |
| Hi-Patch2026.05 | 84.5 | 55.3 | |
| TimeCHEAT2026.05 | 83.9 | 54.4 | |
| IVP-VAE2026.05 | 83.6 | 53.2 | |
| ODE-RNN2026.05 | 83.3 | 50.3 | |
| NeuralFlow2026.05 | 83.1 | 50.7 | |
| mTAN2026.05 | 80.9 | 48.1 | |
| ViTST2026.05 | 80.5 | 47.7 |