ResearchBenchmarksPasskey Retrieval on RULER 64KPasskey Retrieval on RULER 64KFollow88.4AccuracyMLA71.96876.23480.584.766Mar 21, 2026Evaluation resultsMethodMethodLinksAccuracyMLABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0388.4FastMKABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=1, R (retrieved chunks)=82026.0387.8GQABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0381.7MHABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0372.6