Multi-objective search on Multi-objective search memory 4-objective
26.74F1 ScoreTMEM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TMEMModel=Qwen3-4B2026.06 | 26.74 | 16.26 | |
| TMEMModel=Qwen3-8B2026.06 | 26.36 | 16.45 | |
| AMEMModel=Qwen3-8B2026.06 | 25.36 | 16.22 | |
| MemAgent/MEM1Model=Qwen3-8B2026.06 | 25.23 | 15.11 | |
| AMEMModel=Qwen3-4B2026.06 | 24.82 | 15.13 | |
| MemAgent/MEM1Model=Qwen3-4B2026.06 | 24.35 | 14.72 | |
| No MemoryModel=Qwen3-8B2026.06 | 19.3 | 10.23 | |
| No MemoryModel=Qwen3-4B2026.06 | 18.26 | 9.35 |