ResearchBenchmarksPasskey Retrieval on RULER 16KPasskey Retrieval on RULER 16KFollow97.1AccuracyMLA94.70895.32995.9596.571Mar 21, 2026Evaluation resultsMethodMethodLinksAccuracyMLABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0397.1FastMKABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=1, R (retrieved chunks)=82026.0396.9GQABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0396.2MHABackbone=Qwen2.5-7B, m...Backbone=Qwen2.5-7B, max_new_tokens=12026.0394.8