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Benchmarks
Time Series Imputation on PhysioNet Challenge 2012 (test)
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0.238
CRPS
CSDI
0.2076
0.4128
0.618
0.8232
Jul 7, 2021
CRPS
Updated 4d ago
Evaluation Results
Method
Method
Links
CRPS
CSDI
Missing ratio=10%
2021.07
0.238
CSDI
Missing ratio=50%
2021.07
0.33
unconditional diffusion model
Missing ratio=10%
2021.07
0.36
unconditional diffusion model
Missing ratio=50%
2021.07
0.458
Multitask GP
Missing ratio=10%
2021.07
0.489
CSDI
Missing ratio=90%
2021.07
0.522
GP-VAE
Missing ratio=10%
2021.07
0.574
Multitask GP
Missing ratio=50%
2021.07
0.581
unconditional diffusion model
Missing ratio=90%
2021.07
0.671
GP-VAE
Missing ratio=50%
2021.07
0.774
V-RIN
Missing ratio=10%
2021.07
0.808
V-RIN
Missing ratio=50%
2021.07
0.831
V-RIN
Missing ratio=90%
2021.07
0.922
Multitask GP
Missing ratio=90%
2021.07
0.942
GP-VAE
Missing ratio=90%
2021.07
0.998
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