Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Tabular Data Augmentation on 9 Datasets
Loading...
74.6
XGBoost Score
DiffICL
65.448
67.824
70.2
72.576
May 6, 2026
XGBoost Score
CatBoost Score
RF Score
MLP Score
Updated 27d ago
Evaluation Results
Method
Method
Links
XGBoost Score
CatBoost Score
RF Score
MLP Score
DiffICL
Augmentation=Real + Sy...
2026.05
74.6
75
73.8
73
Real Data
Augmentation=None (Rea...
2026.05
74.2
74.2
73.5
72.2
CTABGAN+
Augmentation=Real + Sy...
2026.05
73
71.8
72.4
69.6
TabSYN
Augmentation=Real + Sy...
2026.05
72.8
72.4
71.7
70.7
tabDDPM
Augmentation=Real + Sy...
2026.05
72.6
72
71.1
69.2
TVAE
Augmentation=Real + Sy...
2026.05
72.5
72
70.9
71
TabDiff
Augmentation=Real + Sy...
2026.05
71.6
70.4
69.2
66.7
CTGAN
Augmentation=Real + Sy...
2026.05
70
69
66.9
66.5
GReaT
Augmentation=Real + Sy...
2026.05
65.8
66.2
64.3
65
Feedback
Search any
task
Search any
task