| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Kuaishou industrial search dataset (test) | SaFRO | NDCG@10 (Click)64.31 | 11 | 26d ago | |
| Unseen search data (test) | V1 | M vs V2 Score11.8 | 8 | 24d ago | |
| Shopping Queries (test) | KPO | HR@10.533 | 8 | 1mo ago | |
| Taobao e-commerce dataset search-domain (test) | HHSFT+ ES3 | AUC1.14 | 7 | 23d ago | |
| Kuaishou Short-Video Search Ranking (Long-tail) | SID-Coord | AUC77.23 | 6 | 5d ago | |
| Kuaishou Short-Video Search Ranking (ALL) | SID-Coord | AUC0.7708 | 6 | 5d ago | |
| eBay Online Traffic A/B Testing two-week period (online evaluation) | MLR + NCDlc | MRR Sale Lift1.3 | 3 | 1mo ago | |
| Large E-commerce platform 2024-2025 (Online A/B test) | T2 (Mean) | GMV Change11 | 2 | 1mo ago | |
| Snapchat Display Name Search (online) | GraphHash SID | Online Improvement (%)1.55 | 1 | 12d ago | |
| Worldwide traffic A/B test (online) | llm-augmented | Conversion Rate24 | 1 | 1mo ago |
