Irregularly Sampled Time Series Forecasting on MIMIC-III 50%-50% task (test)
0.394Inference Time (s)FLD-L
Evaluation results
| Method | Links | |
|---|---|---|
| FLD-LBatch size=642024.05 | 0.394 | |
| FLD-QBatch size=642024.05 | 0.431 | |
| FLD-SBatch size=642024.05 | 0.435 | |
| mTANBatch size=64, Configuration=fastest2024.05 | 1.068 | |
| GraFITiBatch size=64, Configuration=fastest2024.05 | 3.64 | |
| Neural FlowBatch size=64, Flow layers=12024.05 | 6.428 | |
| f-CRUBatch size=64, Variant=fast2024.05 | 9.281 | |
| LinODEBatch size=64, Configuration=fastest2024.05 | 13.776 | |
| GRU-ODEBatch size=64, Solver=euler2024.05 | 46.272 |