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Multi-objective search on Multi-objective search memory 4-objective
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26.74
F1 Score
TMEM
17.9208
20.2104
22.5
24.7896
Jun 3, 2026
F1 Score
Exact Match (EM)
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Exact Match (EM)
TMEM
Model=Qwen3-4B
2026.06
26.74
16.26
TMEM
Model=Qwen3-8B
2026.06
26.36
16.45
AMEM
Model=Qwen3-8B
2026.06
25.36
16.22
MemAgent/MEM1
Model=Qwen3-8B
2026.06
25.23
15.11
AMEM
Model=Qwen3-4B
2026.06
24.82
15.13
MemAgent/MEM1
Model=Qwen3-4B
2026.06
24.35
14.72
No Memory
Model=Qwen3-8B
2026.06
19.3
10.23
No Memory
Model=Qwen3-4B
2026.06
18.26
9.35
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