Share your thoughts, 1 month free Claude Pro on usSee more

Multi-key Needle-in-a-Haystack Recall on 8k Context Length

100Needle-in-a-Haystack Recall (8k Context)

fp16 baseline

Updated 13d ago

Evaluation Results

Method	Links
fp16 baseline 2026.05		100
TurboQuant-MSE 2026.05		100
TurboQuant-QJL 2026.05		100
PolarQuant 2026.05		100
OCTOPUS 2026.05		100
TurboQuant-MSE 2026.05		100
OCTOPUS 2026.05		100
OCTOPUS-QJL 2026.05		100
OCTOPUS-QJL 2026.05		95
OCTOPUS 2026.05		90
OCTOPUS-QJL 2026.05		85
PolarQuant 2026.05		75
TurboQuant-MSE 2026.05		70
TurboQuant-QJL 2026.05		65
PolarQuant 2026.05		5
TurboQuant-QJL 2026.05		0