Multi-objective search on Multi-objective search memory 8-objective
25.12F1 ScoreTMEM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TMEMModel=Qwen3-8B2026.06 | 25.12 | 15.03 | |
| TMEMModel=Qwen3-4B2026.06 | 24.51 | 15.03 | |
| AMEMModel=Qwen3-8B2026.06 | 23.45 | 14.12 | |
| MemAgent/MEM1Model=Qwen3-8B2026.06 | 22.87 | 13.42 | |
| AMEMModel=Qwen3-4B2026.06 | 22.65 | 13.87 | |
| MemAgent/MEM1Model=Qwen3-4B2026.06 | 22.18 | 13.36 | |
| No MemoryModel=Qwen3-4B2026.06 | 18.22 | 9.28 | |
| No MemoryModel=Qwen3-8B2026.06 | 17.89 | 9.12 |