ResearchBenchmarksPasskey Retrieval on RULER 128KPasskey Retrieval on RULER 128KFollow74.8AccuracyMLA44.01652.0086067.992Mar 21, 2026Evaluation resultsMethodMethodLinksAccuracyMLABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0374.8FastMKABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=1, R (retrieved chunks)=82026.0373.4GQABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0358.3MHABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0345.2