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Needle-in-a-Haystack (NIAH) retrieval on RULER 8K
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99.9
MV Success Rate
MemDLM (Train & Inference)
92.204
94.202
96.2
98.198
Mar 23, 2026
MV Success Rate
VT Success Rate
CWE Success Rate
Updated 25d ago
Evaluation Results
Method
Method
Links
MV Success Rate
VT Success Rate
CWE Success Rate
MemDLM (Train & Inference)
Backbone=LLaDA2.1
2026.03
99.9
60.72
69.12
MemDLM (Train-Only)
Backbone=LLaDA2.1
2026.03
99
59.15
68.02
Standard MDLM
Backbone=LLaDA2.1
2026.03
98
43.72
67.08
MemDLM (Train & Inference)
Backbone=LLaDA-MoE
2026.03
97
95.8
61.96
MemDLM (Train-Only)
Backbone=LLaDA-MoE
2026.03
96.95
94.84
58.2
Standard MDLM
Backbone=LLaDA-MoE
2026.03
92.5
78.84
55.18
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