Proactive Recommendation on Steam benchmark leaderboard · SOTA2 Research

Proactive Recommendation on Steam

63.28CTRProRL

Evaluation Results

Method	Links
ProRL2026.05		63.28	87.07	0.2013	83.7
Bert4Rec2026.05		58.47	73.9	-0.2425	13.46
ProRL2026.05		56.25	87.07	1.1188	340.18
LightSANs2026.05		56.16	71.5	-0.2705	12.17
FEARec2026.05		55.96	71.77	-0.3271	10.89
ProRL2026.05		52.39	87.07	1.3722	306.12
IRN2026.05		48.9	66.98	-0.2773	8.59
Bert4Rec2026.05		46.17	73.9	-0.0055	22
LLM-IPP2026.05		45.43	80.22	-0.0675	41.05
BERT4Rec2026.05		44.44	73.9	0.0927	26.23
FEARec2026.05		43.33	71.77	-0.0216	22.93
GRU4Rec2026.05		43.12	70.26	-0.0239	15.4
GRU4Rec2026.05		42.75	70.26	0.0391	27.93
T-PRA2026.05		42.17	73.99	0.0523	65.98
LightSANs2026.05		42.15	71.5	-0.0204	21.64
FEARec2026.05		41.89	71.77	-0.0104	9.07
IRN2026.05		35.24	66.98	-0.0481	29.66
IRN2026.05		34.52	66.98	0.024	8.87
ITMPRec2026.05		32.42	67.25	-0.1044	33.93
IPG2026.05		32.4	67.4	-0.1084	31.44
LLM-IPP2026.05		31.98	80.22	0.9927	237.36
LLM-IPP2026.05		31.08	80.22	0.0682	11.06
T-PRA2026.05		27.13	73.99	0.3339	62.04
T-PRA2026.05		26.17	73.99	1.0823	220.12
ITMPRec2026.05		23.81	67.25	0.1804	34.5
IPG2026.05		23.71	67.4	0.1758	36.26
IPG2026.05		23.54	67.4	0.1361	35.56
ITMPRec2026.05		23.25	67.25	0.144	39.88