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Benchmarks
Time-series Generation on MIMIC-III
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0.002
Predictive Score
TimeGCI
-0.018
0.117
0.252
0.387
Nov 2, 2023
Predictive Score
Predictive Error (+3 Steps)
Predictive Error (+5 Steps)
Correlation Score (X)
Updated 4d ago
Evaluation Results
Method
Method
Links
Predictive Score
Predictive Error (+3 Steps)
Predictive Error (+5 Steps)
Correlation Score (X)
TimeGCI
2023.11
0.002
0.001
0.001
194.3
COT-GAN
2023.11
0.014
0.013
0.013
497.7
T-Forcing
2023.11
0.017
0.024
0.018
400.9
C-RNN-GAN
2023.11
0.019
0.02
0.019
1,720
RC-GAN
2023.11
0.019
0.019
0.018
1,592
P-Forcing
2023.11
0.023
0.018
0.017
346.6
TimeGAN
2023.11
0.502
0.484
0.453
2,140
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