| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-turn information acquisition | Home | Success Rate (SR)89.78 | 25 | |
| Sequential Recommendation | Home | Recall@103.64 | 18 | |
| Sequential Recommendation | Home (test) | NDCG@50.0168 | 15 | |
| Next-basket Recommendation | Home | Recall@101.6 | 14 | |
| Sequential Recommendation | Home | HR@52.03 | 14 | |
| Candidate retrieval | Home | Precision74.8 | 12 | |
| Counterfactual Explanations | home | Validity34.1 | 10 | |
| Autonomous Exploration | Home Simulated | Success Rate83 | 4 |