Recommendation on INSTRUCTREC-Amazon Books
77.15FR@1i²Agent
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| i²Agentmemory-building rounds=12025.02 | 77.15 | 70.15 | 64.05 | 0.09 | 42.62 | 64.7 | 55.25 | 60.87 | |
| iAgent2025.02 | 71.98 | 67.82 | 60.74 | 0.08 | 38.85 | 59.51 | 50.7 | 57.32 | |
| ToolRecself-reflection mechanism=true2025.02 | 70.13 | 66.61 | 62.41 | 0 | 12.63 | 36.74 | 26.24 | 35.8 | |
| EasyRec2025.02 | 68.41 | 64.32 | 60.3 | 0.03 | 37.6 | 59.28 | 50 | 56.09 | |
| AgentCFself-reflection mechanism=true, memory-building rounds=1, dataset size=1002025.02 | 58.02 | 50.04 | 41.32 | 0.06 | 17 | 41.1 | 30.68 | 39.42 |