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Needle-in-a-Haystack retrieval on NIAH-Single-1 64K context

100Accuracy

Qwen3

Updated 25d ago

Evaluation Results

Method	Links
Qwen3 2026.06		100
Qwen3 2026.06		100
HALO 2026.06		100
FlashMorph 2026.06		100
Qwen3 2026.06		100
Qwen3+YaRN 2026.06		100
Qwen3 2026.06		100
HALO 2026.06		99.8
Uniform 2026.06		99.6
FlashMorph 2026.06		99.6
PostNAS* 2026.06		99.4
HALO 2026.06		99.4
Uniform 2026.06		99.4
FlashMorph 2026.06		99
Uniform 2026.06		98.6
KL-LS 2026.06		98.6
HALO 2026.06		98.6
KL-LS 2026.06		97.6
FlashMorph 2026.06		96.2
Uniform 2026.06		92.4
Qwen3+YaRN 2026.06		29.2
Qwen3+YaRN 2026.06		17
Qwen3+YaRN 2026.06		4.4