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Needle-in-a-Haystack retrieval on NIAH-Single-3 64K context

100Accuracy

Qwen3

Updated 25d ago

Evaluation Results

Method	Links
Qwen3 2026.06		100
Qwen3 2026.06		99.8
FlashMorph 2026.06		98.2
Qwen3+YaRN 2026.06		98
Qwen3 2026.06		96.4
FlashMorph 2026.06		95.4
HALO 2026.06		90.8
HALO 2026.06		85.2
Qwen3 2026.06		82.8
FlashMorph 2026.06		73.6
HALO 2026.06		67.4
Uniform 2026.06		59.4
Uniform 2026.06		54.2
PostNAS* 2026.06		51.2
FlashMorph 2026.06		38.2
Uniform 2026.06		36
Uniform 2026.06		36
HALO 2026.06		17.8
KL-LS 2026.06		17.2
Qwen3+YaRN 2026.06		17.2
KL-LS 2026.06		4
Qwen3+YaRN 2026.06		1
Qwen3+YaRN 2026.06		0