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Tabular Data Generation on Shoppers (test)
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0.658
MLE
GOGGLE
0.64728
0.71964
0.792
0.86436
Nov 5, 2024
MLE
Correlation (rho)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MLE
Correlation (rho)
GOGGLE
Architecture=VAE-based
2024.11
0.658
22.33
Qwen2.5-14B ICL
Protocol=5-shot ICL
2024.11
0.783
52.69
GPT-4 ICL
Protocol=5-shot ICL
2024.11
0.835
41.11
CoDi
Architecture=Diffusion...
2024.11
0.865
31.84
TVAE
Architecture=VAE-based
2024.11
0.871
24.51
CTGAN
Architecture=GAN-based
2024.11
0.875
21.15
Mistral-7B ICL
Protocol=5-shot ICL
2024.11
0.882
42
GReaT
Architecture=LLM-based
2024.11
0.902
14.51
SMOTE
2024.11
0.911
2.68
DiffLM
Architecture=Diffusion...
2024.11
0.915
10.07
TabSyn
Architecture=Diffusion...
2024.11
0.92
1.43
Real
Source=Original Data
2024.11
0.926
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