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ResearchFormerly WizWand

Recommendation on Steam (HR/MRR)

27.59HR@5IKGR
-1.0706016.37013213.81086521.251598May 16, 2025Jun 1, 2025Jun 18, 2025Jul 5, 2025Jul 22, 2025Aug 8, 2025Aug 25, 2025
Updated 6mo ago

Evaluation results

MethodLinks
IKGR2025.0527.5910.9535.7417.3522.1221.68
HAKG2025.0526.659.631.712.2117.7118.82
KGIN2025.0526.537.8329.0116.9117.3920.07
CSRec2025.0524.838.4728.9913.3515.6219.65
KTUP2025.0524.4510.631.2616.1418.0919.57
LLMRec2025.0521.747.4432.3716.9418.8418.72
KGCN2025.0519.666.4132.1814.9619.0515.28
RippleNet2025.0514.293.0427.359.1511.6112.94
SimpleXStage=SFT+DPO2025.080.042—0.0690.02790.03660.0233
SGLStage=SFT+DPO2025.080.039—0.06110.02480.03180.0201
SimpleXStage=Base LLM2025.080.0382—0.06360.02340.03160.0186
NGCFStage=SFT+DPO2025.080.0374—0.0620.02360.03150.0191
MultiDAEStage=SFT+DPO2025.080.0368—0.05970.02420.03160.0202
NGCFStage=Base LLM2025.080.0366—0.06140.02270.03070.0181
SimpleXStage=Backbone2025.080.0365—0.06190.02290.03110.0185
SGLStage=Base LLM2025.080.0364—0.06190.02270.03090.0183
NGCFStage=Backbone2025.080.0358—0.05950.02250.03010.0182
MultiDAEStage=Base LLM2025.080.0354—0.05660.02250.03020.0176
SGLStage=Backbone2025.080.0342—0.05760.02140.0290.0173
BPRStage=SFT+DPO2025.080.0329—0.05380.02170.02840.0181
NeuMFStage=Base LLM2025.080.0328—0.05750.02030.02820.0161
BPRStage=Backbone2025.080.0327—0.05310.020.02660.0159
BPRStage=Base LLM2025.080.0325—0.05320.02070.02730.0168
NeuMFStage=Backbone2025.080.0325—0.05440.02050.02750.0165
NeuMFStage=SFT+DPO2025.080.0322—0.05580.02050.02810.0167
MultiDAEStage=Backbone2025.080.0317—0.05540.01970.02730.0158