CTR Prediction on Diginetica benchmark leaderboard · SOTA2 Research

CTR Prediction on Diginetica

66.04ROC-AUCRDBPFN_single_table

Evaluation Results

Method	Links
RDBPFN_single_table2026.03		66.04
LimiX16m-1estimator2026.03		64.95
Mitra2026.03		64.34
LimiX16m2026.03		62.77
TabPFNv2.52026.03		61.05
LimiX2m2026.03		60.73
TabPFNv22026.03		60.34
RDBPFN2026.03		60.28
TabICLv12026.03		59.95
TabPFNv2.5-1estimator2026.03		58.59
Random Forest2026.03		57.92
TabICLv1.12026.03		57.07
TabICLv1.1-1estimator2026.03		52.7
XGBoost2026.03		50
AutoGluon2026.03		50
RDBPFN_single_table2026.03		0.6595
LimiX16m-1estimator2026.03		0.6577
Mitra2026.03		0.6576
RDBPFN2026.03		0.6566
LimiX16m2026.03		0.6536
Mitra2026.03		0.6481
LimiX2m2026.03		0.6441
TabPFNv22026.03		0.6422
RDB-PFN2026.03		0.6398
LimiX2026.03		0.6391
RDB-PFN2026.03		0.6351
TabICLv12026.03		0.6341
TabPFNv2.52026.03		0.6292
LimiX2026.03		0.6197
TabPFNv2.5-1estimator2026.03		0.6193
TabICLv12026.03		0.6093
LimiX2026.03		0.5942
TabPFNv22026.03		0.5929
TabPFNv2.52026.03		0.5831
Random Forest2026.03		0.5826
TabICLv1.12026.03		0.579
TabPFNv2.52026.03		0.5772
TabICLv1.12026.03		0.5729
XGBoost2026.03		0.5697
TabICLv1.1-1estimator2026.03		0.5536
XGBoost2026.03		0.5486
Random Forest2026.03		0.54
TabICLv1.12026.03		0.5243
AutoGluon2026.03		0.5173
AutoGluon2026.03		0.4972