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Tabular Data Alignment on Beijing dataset

98.98CDETabGRAA
90.992893.066495.1497.2136Apr 21, 2026

Evaluation results

MethodLinks
TabGRAAvariant=+ Logsigmoid2026.0498.9839.8598.7258.6930.240.69770.5832
TabGRAAvariant=+ Logs. + Grad. diff2026.0498.7939.9198.8359.0431.120.69710.5798
TabDPOvariant=+ Gradient diff.2026.0497.8238.6498.2357.831.420.70930.5927
TabDPOvariant=+ KL penalty2026.0497.6138.8697.4358.2531.40.70430.6085
TabGRAAvariant=base2026.0497.6140.8599.5159.0131.670.69420.574
TabDPOvariant=base2026.0497.5839.1198.1457.8831.560.69440.5961
GReaT-FT+2026.0493.1840.6194.2755.3130.820.76950.6541
GReaTvariant=Original2026.0492.0540.6196.0557.7130.710.77980.6628
TabKTOvariant=+ Logs. + Grad. diff2026.0491.6738.8698.4358.8729.940.75060.6315
TabNPOvariant=base2026.0491.6539.1398.5459.0429.90.75040.6183
TabKTOvariant=+ Logsigmoid2026.0491.5938.7998.4258.8330.010.74950.6428
TabKTOvariant=base2026.0491.5838.9598.5259.0330.020.75050.6379
TabNPOvariant=+ Gradient diff.2026.0491.4138.798.4359.0930.20.75040.6118
TabNPOvariant=+ KL penalty2026.0491.338.9898.3858.3529.990.75190.6232