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Needle Retrieval on NIAH 32K 10 needles per trial (test)
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51
Accuracy
Dense
48.92
49.46
50
50.54
May 20, 2026
Accuracy
Delta (%)
Critical Metric: Dense-only
Revision Metric: Cert.-only
McNemar p-value
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
Delta (%)
Critical Metric: Dense-only
Revision Metric: Cert.-only
McNemar p-value
Dense
Number of trials (n)=100
2026.05
51
-
-
-
-
Runtime-Certified Bounded-Error Quantized Attention
Method Mode=Certified,...
2026.05
49
-2
5
3
0.727
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