Search Ranking

Benchmarks

Dataset Name	SOTA Method	Metric
Kuaishou industrial search dataset (test)	SaFRO	NDCG@10 (Click)64.31	11	4mo ago
Unseen search data (test)	V1	M vs V2 Score11.8	8	4mo ago
Shopping Queries (test)	KPO	HR@10.533	8	4mo ago
Taobao e-commerce dataset search-domain (test)	HHSFT+ ES3	AUC1.14	7	4mo ago
Kuaishou Short-Video Search Ranking (Long-tail)	SID-Coord	AUC77.23	6	3mo ago
Kuaishou Short-Video Search Ranking (ALL)	SID-Coord	AUC0.7708	6	3mo ago
Airbnb Search Ranking (offline evaluation 9 days after training data)	JourneyFormer-Full	Offline NDCG1.48	4	1mo ago
Quark Search (test)	QGS	GAUC75.73	4	2mo ago
eBay Online Traffic A/B Testing two-week period (online evaluation)	MLR + NCDlc	MRR Sale Lift1.3	3	4mo ago
Airbnb Search Traffic A/B Test 3-week period (online)	JourneyFormer-Full	Bookers0.55	2	1mo ago
Baidu Search Live Production Traffic High-Freshness queries (test)	Aurora-Expiry	Day Away (Median)-12.81	2	2mo ago
Baidu Search Live Production Traffic (14-day A/B test)	Aurora-Expiry	Day Away (Median)-6.87	2	2mo ago
Mercari Web Platform v1 (Online A/B Test)	Image Score (Variant 1)	Buy Conversion Rate (BCR)102.15	2	2mo ago
Large E-commerce platform 2024-2025 (Online A/B test)	T2 (Mean)	GMV Change11	2	4mo ago
Online Production Search A/B (test)	TubiFM	TVT Lift3.9	1	2mo ago
Snapchat Display Name Search (online)	GraphHash SID	Online Improvement (%)1.55	1	3mo ago
Worldwide traffic A/B test (online)	llm-augmented	Conversion Rate24	1	4mo ago

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