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Long-horizon dialogue on LOCCO
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99.1
SR
MLMF
77.364
83.007
88.65
94.293
Mar 31, 2026
SR
Retention (6 periods)
False Match Rate (FMR)
Context Usage
Retention
Updated 18d ago
Evaluation Results
Method
Method
Links
SR
Retention (6 periods)
False Match Rate (FMR)
Context Usage
Retention
MLMF
Efficiency=10.4× speedup
2026.03
99.1
56.9
5.1
-
-
MLMF
Ref=MLMF
2026.03
99.1
-
-
-
56.9
Jia et al. (consistency model)
Reference=[14]
2026.03
98
48.25
-
-
-
Jia et al.
Ref=[14]
2026.03
98
-
-
-
48.25
[13]
Reference=[13]
2026.03
78.2
-
6.8
-
-
Jia et al.
2026.03
-
48.25
-
-
-
Phadke et al.
2026.03
-
-
6.8
-
-
Hierarchical working memory systems
2026.03
-
-
-
64.98
-
MLMF
2026.03
-
56.9
5.1
58.4
-
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