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ResearchFormerly WizWand

Click-Through Rate Prediction on Criteo

77.197AUCPDQUBO_hybrid
-2.3442818.3058638.95659.60614Oct 20, 2024Jan 26, 2025May 4, 2025Aug 10, 2025Nov 16, 2025Feb 22, 2026Jun 1, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PDQUBO_hybridBase Model=FiBiNET2024.1077.1970.4756
PermutationBase Model=FiBiNET2024.1077.1860.476
PDQUBO_SABase Model=FiBiNET2024.1077.1570.4758
LPFSBase Model=FiBiNET2024.1077.1460.4758
AutoFieldBase Model=FiBiNET2024.1077.1410.4759
GBDTBase Model=FiBiNET2024.1077.1340.4761
SFSBase Model=FiBiNET2024.1077.0990.4762
SHARKBase Model=FiBiNET2024.1077.0990.4762
CoQUBOBase Model=FiBiNET2024.1077.060.4767
PDQUBO_IndivBase Model=FiBiNET2024.1077.060.4767
CQFSBase Model=FiBiNET2024.1077.0550.4765
MIQUBOBase Model=FiBiNET2024.1077.0210.477
no_selectionBase Model=FiBiNET2024.1077.0030.477
LassoBase Model=FiBiNET2024.1076.9720.4773
QUBO-BoostingBase Model=FiBiNET2024.1076.9060.4779
PDQUBO_hybridBase Model=DeepFM2024.1076.8570.4777
PermutationBase Model=DeepFM2024.1076.8550.4782
SFSBase Model=DeepFM2024.1076.8520.4779
AutoFieldBase Model=DeepFM2024.1076.8310.4782
SHARKBase Model=DeepFM2024.1076.8260.4779
PDQUBO_IndivBase Model=DeepFM2024.1076.8240.478
PDQUBO_SABase Model=DeepFM2024.1076.820.4782
LPFSBase Model=DeepFM2024.1076.8140.4782
GBDTBase Model=DeepFM2024.1076.8060.4784
no_selectionBase Model=DeepFM2024.1076.7960.4782
QUBO-BoostingBase Model=DeepFM2024.1076.770.4789
LassoBase Model=DeepFM2024.1076.7640.4787
CoQUBOBase Model=DeepFM2024.1076.7030.4789
MIQUBOBase Model=DeepFM2024.1076.6320.4795
CQFSBase Model=DeepFM2024.1076.6150.4795
HeteGenCTR2026.050.80480.4445
SGCTR2026.050.80310.4455
DGenCTR2026.050.80240.4459
GenCTR2026.050.80030.4472
HSTU2026.050.79930.4483
PEPNet2026.050.79810.4498
MaskNet2026.050.78820.4644
FiBiNet2026.050.77320.4691
DCN2026.050.77030.4703
AutoInt2026.050.76950.471
DeepFM2026.050.76920.4713
SyncMulti2026.060.722—
ASADPRECThroughput=89, Speedup=1.172026.060.717—
SyncSingle2026.060.715—