Irregularly Sampled Time Series Forecasting on USHCN 50%-50% task (test)
0.018Inference Time (s)FLD-L
Evaluation results
| Method | Links | |
|---|---|---|
| FLD-LBatch size=642024.05 | 0.018 | |
| FLD-QBatch size=642024.05 | 0.02 | |
| FLD-SBatch size=642024.05 | 0.021 | |
| mTANBatch size=64, Configuration=fastest2024.05 | 0.062 | |
| GraFITiBatch size=64, Configuration=fastest2024.05 | 0.176 | |
| Neural FlowBatch size=64, Flow layers=12024.05 | 1.63 | |
| f-CRUBatch size=64, Variant=fast2024.05 | 1.657 | |
| LinODEBatch size=64, Configuration=fastest2024.05 | 2.852 | |
| GRU-ODEBatch size=64, Solver=euler2024.05 | 5.378 |