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ResearchFormerly WizWand

Click-through rate prediction on KDD12

0.8127AUCHeteGenCTR
0.7382360.7575680.77690.796232Oct 23, 2023Mar 28, 2024Sep 1, 2024Feb 6, 2025Jul 13, 2025Dec 17, 2025May 24, 2026
Updated 5mo ago

Evaluation results

MethodLinks
HeteGenCTR2026.050.81270.1334
SGCTR2026.050.81180.1342
DGenCTR2026.050.81060.1348
FCN_p2024.070.80990.1494
FCN_spLoss=Tri-BCE2024.070.80960.1494
GenCTR2026.050.80910.1354
ECN2024.070.80880.1496
HSTU2026.050.80870.1358
DLF2024.070.80810.1497
MaskNet2024.070.80790.1498
EulerNet2024.070.80780.1498
FinalMLP2024.070.80780.1497
FINAL2024.070.80740.1498
RFM2024.070.80730.1506
AFN*DNN integrated=true2024.070.8070.1499
xDeepFM2024.070.80620.1501
EDCN2024.070.80620.1501
DeepFM2024.070.8060.1501
DCNv12024.070.80590.1501
DCNv22024.070.80590.1502
AutoInt*DNN integrated=true2024.070.80570.1502
DNN2024.070.80520.1502
Wide & Deep2024.070.80480.1504
PNN2024.070.80470.1504
PEPNet2026.050.80410.137
MaskNet2026.050.80120.1381
OptFeature2023.100.79820.1529
DeepFMCategory=DSNs2023.100.79690.1531
FiBiNet2026.050.79680.1402
PROFITCategory=DSNs with FIS2023.100.79640.1533
AutoFISCategory=DSNs with FIS2023.100.79590.1533
DCNCategory=DSNs2023.100.79550.1534
FNNCategory=DSNs2023.100.79470.1536
IPNNCategory=DSNs2023.100.79450.1537
DCN2026.050.79410.1426
DeepFM2026.050.79330.1422
AutoInt2026.050.79280.1429
FMCategory=Shallow2023.100.77860.1566
LRCategory=Shallow2023.100.74110.1637