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Benchmarks
Needle Retrieval on NIAH 8K 10 needles per trial (test)
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39
Accuracy
Dense
37.05
38.025
39
39.975
May 20, 2026
Accuracy
Delta (Δ)
Dense-only (crit.)
Cert.-only (rev.)
McNemar p-value
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
Delta (Δ)
Dense-only (crit.)
Cert.-only (rev.)
McNemar p-value
Dense
Number of trials (n)=100
2026.05
39
-
-
-
-
Runtime-Certified Bounded-Error Quantized Attention
Method Mode=Certified,...
2026.05
39
0
16
16
1
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