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Benchmarks
Irregularly Sampled Time Series Forecasting on USHCN 50%-50% task (test)
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0.018
Inference Time (s)
FLD-L
-0.1964
1.2508
2.698
4.1452
May 6, 2024
Inference Time (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Inference Time (s)
FLD-L
Batch size=64
2024.05
0.018
FLD-Q
Batch size=64
2024.05
0.02
FLD-S
Batch size=64
2024.05
0.021
mTAN
Batch size=64, Configu...
2024.05
0.062
GraFITi
Batch size=64, Configu...
2024.05
0.176
Neural Flow
Batch size=64, Flow la...
2024.05
1.63
f-CRU
Batch size=64, Variant...
2024.05
1.657
LinODE
Batch size=64, Configu...
2024.05
2.852
GRU-ODE
Batch size=64, Solver=...
2024.05
5.378
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