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Benchmarks
Irregular Multivariate Time Series Forecasting on MIMIC-IV
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-2.113
njNLL
CircuITS
-2.30908
-0.98554
0.338
1.66154
Apr 30, 2026
njNLL
mNLL
Updated 1mo ago
Evaluation Results
Method
Method
Links
njNLL
mNLL
CircuITS
setting=36-3*
2026.04
-2.113
-0.731
ProFITi
setting=36-3*
2026.04
-1.777
0.5
MOSES
setting=36-3*
2026.04
-1.668
-0.634
NeuralFlows
setting=36-3*
2026.04
0.689
0.796
GRU-ODE
setting=36-3*
2026.04
0.823
0.876
GMM
setting=36-3*
2026.04
1.076
1.075
GPR
setting=36-3*
2026.04
2.789
1.161
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