Irregularly Sampled Time Series Forecasting on MIMIC-IV 50%-50% task (test)
2.141Inference Time (s)FLD-L
Evaluation results
| Method | Links | |
|---|---|---|
| FLD-LBatch size=642024.05 | 2.141 | |
| FLD-QBatch size=642024.05 | 2.38 | |
| FLD-SBatch size=642024.05 | 2.74 | |
| mTANBatch size=64, Configuration=fastest2024.05 | 3.494 | |
| GraFITiBatch size=64, Configuration=fastest2024.05 | 6.719 | |
| Neural FlowBatch size=64, Flow layers=12024.05 | 44.187 | |
| LinODEBatch size=64, Configuration=fastest2024.05 | 95.05 | |
| GRU-ODEBatch size=64, Solver=euler2024.05 | 154.543 |