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Time Series Imputation on GasSensor MNAR averaged across missing ratios (test)
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0.02
MSE
PSW
-0.0352
0.3374
0.71
1.0826
Jan 31, 2026
MSE
W2
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
W2
PSW
Missing mechanism=MNAR...
2026.01
0.02
0.02
BRITS
Missing mechanism=MNAR...
2026.01
0.08
0.1
DRIO
Missing mechanism=MNAR...
2026.01
0.09
0.06
MDOT
Missing mechanism=MNAR...
2026.01
0.41
0.28
MF
Missing mechanism=MNAR...
2026.01
0.57
0.15
CSDI
Missing mechanism=MNAR...
2026.01
0.64
0.35
notMIWAE
Missing mechanism=MNAR...
2026.01
1.28
0.57
Mean
Missing mechanism=MNAR...
2026.01
1.4
0.44
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