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Benchmarks
Interpolation on Healthcare (10% missing)
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0.217
MAE
CSDI
0.2048
0.28715
0.3695
0.45185
Jul 7, 2021
MAE
RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
CSDI
Median of samples=100
2021.07
0.217
-
GLIMA
Source=Cited from orig...
2021.07
0.265
-
V-RIN
Source=Reproduced
2021.07
0.271
-
BRITS
Source=Cited from orig...
2021.07
0.278
-
BRITS
Source=Reproduced
2021.07
0.284
-
RDIS
Source=Original implem...
2021.07
0.319
-
unconditional
type=Unconditional dif...
2021.07
0.326
-
CSDI
2021.07
0.362
0.722
mTANs
2021.07
0.389
0.749
Latent ODE
2021.07
0.522
0.799
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