ResearchBenchmarksPasskey Retrieval on RULER 32KPasskey Retrieval on RULER 32KFollow94.6AccuracyMLA87.00888.97990.9592.921Mar 21, 2026Evaluation resultsMethodMethodLinksAccuracyMLABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0394.6FastMKABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=1, R (retrieved chunks)=82026.0394.2GQABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0391.4MHABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0387.3