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ResearchFormerly WizWand

Proactive Recommendation on Steam

63.28CTRProRL
21.648832.456943.26554.0731May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ProRLEvaluator=GRU4Rec2026.0563.2887.070.201383.7
Bert4RecEvaluator=GRU4Rec2026.0558.4773.9-0.242513.46
ProRLEvaluator=SASRec2026.0556.2587.071.1188340.18
LightSANsEvaluator=GRU4Rec2026.0556.1671.5-0.270512.17
FEARecEvaluator=GRU4Rec2026.0555.9671.77-0.327110.89
ProRLEvaluator=LightSANs2026.0552.3987.071.3722306.12
IRNEvaluator=GRU4Rec2026.0548.966.98-0.27738.59
Bert4RecEvaluator=SASRec2026.0546.1773.9-0.005522
LLM-IPPEvaluator=GRU4Rec2026.0545.4380.22-0.067541.05
BERT4RecEvaluator=LightSANs2026.0544.4473.90.092726.23
FEARecEvaluator=SASRec2026.0543.3371.77-0.021622.93
GRU4RecEvaluator=SASRec2026.0543.1270.26-0.023915.4
GRU4RecEvaluator=LightSANs2026.0542.7570.260.039127.93
T-PRAEvaluator=GRU4Rec2026.0542.1773.990.052365.98
LightSANsEvaluator=SASRec2026.0542.1571.5-0.020421.64
FEARecEvaluator=LightSANs2026.0541.8971.77-0.01049.07
IRNEvaluator=SASRec2026.0535.2466.98-0.048129.66
IRNEvaluator=LightSANs2026.0534.5266.980.0248.87
ITMPRecEvaluator=GRU4Rec2026.0532.4267.25-0.104433.93
IPGEvaluator=GRU4Rec2026.0532.467.4-0.108431.44
LLM-IPPEvaluator=LightSANs2026.0531.9880.220.9927237.36
LLM-IPPEvaluator=SASRec2026.0531.0880.220.068211.06
T-PRAEvaluator=SASRec2026.0527.1373.990.333962.04
T-PRAEvaluator=LightSANs2026.0526.1773.991.0823220.12
ITMPRecEvaluator=SASRec2026.0523.8167.250.180434.5
IPGEvaluator=SASRec2026.0523.7167.40.175836.26
IPGEvaluator=LightSANs2026.0523.5467.40.136135.56
ITMPRecEvaluator=LightSANs2026.0523.2567.250.14439.88