Click-through rate prediction on KDD12 benchmark leaderboard · SOTA2 Research

Click-through rate prediction on KDD12

0.8127AUCHeteGenCTR

Evaluation Results

Method	Links
HeteGenCTR2026.05		0.8127	0.1334
SGCTR2026.05		0.8118	0.1342
DGenCTR2026.05		0.8106	0.1348
FCN_p2024.07		0.8099	0.1494
FCN_sp2024.07		0.8096	0.1494
GenCTR2026.05		0.8091	0.1354
ECN2024.07		0.8088	0.1496
HSTU2026.05		0.8087	0.1358
DLF2024.07		0.8081	0.1497
MaskNet2024.07		0.8079	0.1498
EulerNet2024.07		0.8078	0.1498
FinalMLP2024.07		0.8078	0.1497
FINAL2024.07		0.8074	0.1498
RFM2024.07		0.8073	0.1506
AFN*2024.07		0.807	0.1499
xDeepFM2024.07		0.8062	0.1501
EDCN2024.07		0.8062	0.1501
DeepFM2024.07		0.806	0.1501
DCNv12024.07		0.8059	0.1501
DCNv22024.07		0.8059	0.1502
AutoInt*2024.07		0.8057	0.1502
DNN2024.07		0.8052	0.1502
Wide & Deep2024.07		0.8048	0.1504
PNN2024.07		0.8047	0.1504
PEPNet2026.05		0.8041	0.137
MaskNet2026.05		0.8012	0.1381
OptFeature2023.10		0.7982	0.1529
DeepFM2023.10		0.7969	0.1531
FiBiNet2026.05		0.7968	0.1402
PROFIT2023.10		0.7964	0.1533
AutoFIS2023.10		0.7959	0.1533
DCN2023.10		0.7955	0.1534
FNN2023.10		0.7947	0.1536
IPNN2023.10		0.7945	0.1537
DCN2026.05		0.7941	0.1426
DeepFM2026.05		0.7933	0.1422
AutoInt2026.05		0.7928	0.1429
FM2023.10		0.7786	0.1566
LR2023.10		0.7411	0.1637