Music Recommendation

Benchmarks

Dataset Name	SOTA Method	Metric
Yambda-50m (Exploit)	ACARec	HR@2074.31	10	1mo ago
Yambda 50m (Overall)	ACARec	HR@2064.98	10	1mo ago
M4A-Onion (Exploit)		HR@2092.63	10	1mo ago
M4A-Onion (Overall)		HR@2073.05	10	1mo ago
Yambda 50m (Discovery)	ACARec	HR@2033.56	9	1mo ago
M4A-Onion (Discovery)	ACARec	HR@2050.27	9	1mo ago
Douyin Music (offline)	MuChator	Personalization8.4	7	7d ago
Music streaming platform A/B test successive deployments (online)	ARGUS	Total Listening Time2.26	5	3mo ago
Douyin Music App Online A/B (test)	MuChator	Active Day Change46.49	2	7d ago
User Study Excited mood 1.0 (test)	Mood-Assisted	Mean Participant Rating2.67	2	2mo ago
User Study Stimulated mood 1.0 (test)		Mean Participant Rating4.67	2	2mo ago
User Study Angry mood 1.0 (test)	Mood-Assisted	Mean Participant Rating2	2	2mo ago
User Study Happy mood 1.0 (test)	Mood-Assisted	Mean Participant Rating4	2	2mo ago
User Study Neutral mood 1.0 (test)	Mood-Assisted	Mean Participant Rating3.67	2	2mo ago
User Study Distressed mood 1.0 (test)		Mean Participant Rating2.67	2	2mo ago
User Study Tired mood 1.0 (test)	Mood-Assisted	Mean Participant Rating3.67	2	2mo ago
User Study Sad mood 1.0 (test)	Mood-Assisted	Mean Participant Rating4	2	2mo ago
User Study Relaxed mood 1.0 (test)	Mood-Assisted	Mean Rating5	2	2mo ago

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