Multi-objective Performance Evaluation on Online Web Search
57.4F1 (2-objective)MemPO
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MemPOContext=truncated2026.02 | 57.4 | 45.2 | 41.42 | 30.2 | 37.92 | 28.6 | 34.3 | 25.8 | 22.92 | 16.32 | 38.79 | 29.22 | 0.86 | 0.12 | |
| ReSearch2026.02 | 51.17 | 39.2 | 29.92 | 21.1 | 25.21 | 18.73 | 17.09 | 12.5 | 10.37 | 7.44 | 26.75 | 19.79 | 2.17 | 0.4 | |
| MEM1Context=truncated2026.02 | 50.56 | 39.6 | 30.43 | 22 | 21.67 | 16.2 | 19.48 | 14.3 | 18.06 | 12.12 | 28.04 | 20.84 | 0.96 | 0.14 | |
| Qwen2.5 (ReAct)Strategy=ReAct2026.02 | 45.71 | 33.6 | 16.83 | 11.8 | 12.12 | 9.07 | 9.66 | 6.8 | 7.25 | 4.68 | 18.31 | 13.19 | 3.14 | 0.34 |