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Needle-in-a-Haystack retrieval on NIAH-Single-1 128K context

100Accuracy

HALO

Updated 25d ago

Evaluation Results

Method	Links
HALO 2026.06		100
FlashMorph 2026.06		100
Qwen3+YaRN 2026.06		100
PostNAS* 2026.06		99.8
HALO 2026.06		99.6
Uniform 2026.06		99.6
FlashMorph 2026.06		99.6
HALO 2026.06		99.4
HALO 2026.06		99.2
FlashMorph 2026.06		99
Uniform 2026.06		99
KL-LS 2026.06		98
Uniform 2026.06		97.8
KL-LS 2026.06		96.4
FlashMorph 2026.06		94
Uniform 2026.06		93.2
Qwen3 2026.06		52.8
Qwen3+YaRN 2026.06		20.2
Qwen3+YaRN 2026.06		3.8
Qwen3+YaRN 2026.06		2
Qwen3 2026.06		1
Qwen3 2026.06		0
Qwen3 2026.06		0