ResearchBenchmarksSparse Key-Value Feature Interpretation on Qwen-3-0.6BSparse Key-Value Feature Interpretation on Qwen-3-0.6BFollow14.54Input Success Rate (%)QL_KEY-0.3323.5297.3911.251May 30, 2026Evaluation resultsMethodMethodLinksInput Success Rate (%)Output Success Rate (%)QL_KEYType=KeyType=Key2026.0514.540.07ZO2026.053.650.74TCalpha=10alpha=102026.051.857.9TCalpha=5alpha=52026.051.817.88TCalpha=1alpha=12026.051.597.78QL_VALUEType=ValueType=Value2026.051.48.06TL2026.050.545.9LL_VALUEType=ValueType=Value2026.050.396.14LL_KEYType=KeyType=Key2026.050.240.01