Next Observation Prediction on USHCN
0.005MSEContiFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ContiFormer2025.10 | 0.005 | 0.125 | |
| mTAND2025.10 | 0.007 | 0.194 | |
| Latent ODE2025.10 | 0.007 | 0.127 | |
| GRU-D2025.10 | 0.015 | 0.386 | |
| RKN-Δt2025.10 | 0.015 | 0.367 | |
| GRUwE2025.10 | 0.015 | 0.377 | |
| ODE-RNN2025.10 | 0.019 | 0.22 | |
| f-CRU2025.10 | 0.02 | 0.455 | |
| CRU2025.10 | 0.03 | 0.519 | |
| GRU-Δt2025.10 | 0.035 | 0.717 | |
| HyperIMTS2025.10 | 0.052 | 0.539 | |
| T-PatchGNN2025.10 | 0.065 | 0.909 | |
| GraFITi2025.10 | 0.074 | 0.673 |