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Benchmarks
Irregularly Sampled Time Series Forecasting on Physionet-12 50%-50% task (test)
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0.237
Inference Time (s)
FLD-L
-1.27824
8.94963
19.1775
29.40537
May 6, 2024
Inference Time (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Inference Time (s)
FLD-L
Batch size=64
2024.05
0.237
FLD-Q
Batch size=64
2024.05
0.243
FLD-S
Batch size=64
2024.05
0.245
mTAN
Batch size=64, Configu...
2024.05
0.776
GraFITi
Batch size=64, Configu...
2024.05
2.775
Neural Flow
Batch size=64, Flow la...
2024.05
2.835
f-CRU
Batch size=64, Variant...
2024.05
4.578
LinODE
Batch size=64, Configu...
2024.05
6.294
GRU-ODE
Batch size=64, Solver=...
2024.05
38.118
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