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Benchmarks
Tabular Data Synthesis on collins
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0.02
Chi-Squared Result
GOGGLE
-0.0148
0.2201
0.455
0.6899
Sep 24, 2024
Chi-Squared Result
Avg Rank
Updated 4d ago
Evaluation Results
Method
Method
Links
Chi-Squared Result
Avg Rank
GOGGLE
N_real=200
2024.09
0.02
-
TabDDPM
N_real=100
2024.09
0.05
-
TabDDPM
N_real=200
2024.09
0.06
-
GOGGLE
N_real=100
2024.09
0.07
-
TVAE
N_real=200
2024.09
0.16
-
TabEBM
N_real=100
2024.09
0.18
-
CTGAN
N_real=100
2024.09
0.21
-
CTGAN
N_real=200
2024.09
0.24
-
ARF
N_real=100
2024.09
0.24
-
NFLOW
N_real=100
2024.09
0.25
-
TabEBM
N_real=200
2024.09
0.31
-
SMOTE
N_real=200
2024.09
0.32
-
ARF
N_real=200
2024.09
0.33
-
NFLOW
N_real=200
2024.09
0.38
-
TabEBM
N_real=100
2024.09
0.89
-
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