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Needle-in-a-Haystack retrieval on NIAH-Single-1 32K context

100Accuracy (NIAH-Single-1 32K)

Qwen3

Updated 25d ago

Evaluation Results

Method	Links
Qwen3 2026.06		100
Qwen3 2026.06		100
FlashMorph 2026.06		100
Qwen3 2026.06		100
Qwen3+YaRN 2026.06		100
Qwen3 2026.06		100
Uniform 2026.06		99.8
HALO 2026.06		99.8
FlashMorph 2026.06		99.8
HALO 2026.06		99.6
Uniform 2026.06		99.4
PostNAS* 2026.06		99.2
HALO 2026.06		99.2
FlashMorph 2026.06		99
KL-LS 2026.06		98.6
FlashMorph 2026.06		98.6
Uniform 2026.06		98.4
KL-LS 2026.06		98.2
Qwen3+YaRN 2026.06		98.2
HALO 2026.06		97.6
Uniform 2026.06		91.8
Qwen3+YaRN 2026.06		63.8
Qwen3+YaRN 2026.06		30.2