Tabular Data Synthesis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.823MLE
14
Apr 23, 2026
95.47CDE
14
Apr 23, 2026
12.407Shape
13
Mar 10, 2026
1.4Marginal Error
13
Feb 26, 2026
83.4AUC
13
May 27, 2026
0.993WNMIS
10
Mar 25, 2026
1Rank
10
Mar 25, 2026
0.997WNMIS
10
Mar 25, 2026
1Rank
10
Mar 25, 2026
0.989WNMIS
10
Mar 25, 2026
0.993WNMIS
10
Mar 25, 2026
0.935AUC
10
Feb 26, 2026
0.071JSD (v_A, v_G, v_C)
9
Jun 2, 2026
98Density Similarity (Single-Column)
9
Feb 26, 2026
0.998Density Similarity (Single Column)
9
Feb 26, 2026
1.5Avg Rank
9
Feb 26, 2026
1AUC
9
Feb 26, 2026
0.819AUC
9
Feb 26, 2026
0.021-WD
8
Jun 9, 2026
0.0241-WD
8
Jun 9, 2026
0.0261-WD
8
Jun 9, 2026
98.7Density Similarity (Single Column)
8
Feb 26, 2026
97.6Density Similarity (Single-Column)
8
Feb 26, 2026
0.992Density Similarity (Single Column)
8
Feb 26, 2026
8.1Training Time (s)
7
Jun 30, 2026