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Time Series Imputation on PEMS04 MNAR averaged across missing ratios (test)
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0.24
MSE
CSDI
0.1424
0.8012
1.46
2.1188
Jan 31, 2026
MSE
W2
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
W2
CSDI
Missing mechanism=MNAR...
2026.01
0.24
0.18
PSW
Missing mechanism=MNAR...
2026.01
0.38
0.1
MDOT
Missing mechanism=MNAR...
2026.01
0.41
0.22
DRIO
Missing mechanism=MNAR...
2026.01
0.41
0.23
BRITS
Missing mechanism=MNAR...
2026.01
0.43
0.25
Mean
Missing mechanism=MNAR...
2026.01
0.81
0.28
MF
Missing mechanism=MNAR...
2026.01
1.55
0.34
notMIWAE
Missing mechanism=MNAR...
2026.01
2.68
0.89
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