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Benchmarks
Needle Retrieval on NIAH 64K 10 needles per trial (test)
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66
Accuracy
Dense
62.7
64.35
66
67.65
May 20, 2026
Accuracy
Delta (Δ)
Dense-only Criterion Score
Cert.-only Revision Score
McNemar p-value
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
Delta (Δ)
Dense-only Criterion Score
Cert.-only Revision Score
McNemar p-value
Dense
Number of trials (n)=100
2026.05
66
-
-
-
-
Runtime-Certified Bounded-Error Quantized Attention
Method Mode=Certified,...
2026.05
66
0
2
2
1
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