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Benchmarks
Person understanding and persistent memory on RealPref
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89.1
Score
PERSONATREE
58.94
66.77
74.6
82.43
Jun 3, 2026
Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Score
PERSONATREE
Backbone=GPT-5.4 Mini
2026.06
89.1
A-MEM
Backbone=GPT-5.4 Mini
2026.06
88.1
TiMem
Backbone=GPT-5.4 Mini
2026.06
87.9
Mem0
Backbone=GPT-5.4 Mini
2026.06
87
Flat retrieval
Backbone=GPT-5.4 Mini
2026.06
85.7
TiMem
Backbone=Gemini 3 Flash
2026.06
83.1
PERSONATREE
Backbone=Gemini 3 Flash
2026.06
83
Mem0
Backbone=Gemini 3 Flash
2026.06
82.7
A-MEM
Backbone=Gemini 3 Flash
2026.06
82.5
Flat retrieval
Backbone=Gemini 3 Flash
2026.06
80.6
PERSONATREE
Backbone=Qwen3-32B
2026.06
78.1
Full history
Backbone=GPT-5.4 Mini
2026.06
77.5
TiMem
Backbone=Qwen3-32B
2026.06
76.9
A-MEM
Backbone=Qwen3-32B
2026.06
75.8
Mem0
Backbone=Qwen3-32B
2026.06
75.6
Flat retrieval
Backbone=Qwen3-32B
2026.06
73.5
Full history
Backbone=Gemini 3 Flash
2026.06
63.5
Full history
Backbone=Qwen3-32B
2026.06
60.1
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