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Multi-objective search on Multi-objective search memory 4-objective

26.74F1 ScoreTMEM
17.920820.210422.524.7896Jun 3, 2026

Evaluation results

MethodLinks
TMEMModel=Qwen3-4B2026.0626.7416.26
TMEMModel=Qwen3-8B2026.0626.3616.45
AMEMModel=Qwen3-8B2026.0625.3616.22
MemAgent/MEM1Model=Qwen3-8B2026.0625.2315.11
AMEMModel=Qwen3-4B2026.0624.8215.13
MemAgent/MEM1Model=Qwen3-4B2026.0624.3514.72
No MemoryModel=Qwen3-8B2026.0619.310.23
No MemoryModel=Qwen3-4B2026.0618.269.35