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Benchmarks
Episodic Recollection on REALTALK
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26.2
F1 Score
REMem-S
9.144
13.572
18
22.428
Feb 13, 2026
F1 Score
BLEU-1
LLM-J Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
BLEU-1
LLM-J Score
REMem-S
mode=single-step, retr...
2026.02
26.2
19.2
65.3
REMem-I
mode=iterative, retrie...
2026.02
25.6
18.1
63.7
Full-Context
2026.02
25.3
18.6
65.1
NV-Embed-v2
parameters=7B
2026.02
23.8
17.7
59.5
HippoRAG 2
retrieval_scope=top-3...
2026.02
21.9
16.2
55.8
Qwen3-Embed
parameters=8B
2026.02
20.2
14.9
52.5
Graphiti
retrieval_scope=top-10...
2026.02
15.1
11.5
35.3
Mem0
retrieval_scope=top-10...
2026.02
9.8
7.2
14.3
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