Method Drift›Tool use / function calling
Tracked
Tool-identity
Tool use / function calling
present, but with little supersession signal in the knowledge base
0 papers critique it · 1 beat it on benchmarks
Beaten on benchmarks
Head-to-head results where a newer method reports beating Tool-identity. Values are copied from the source paper's tables — verify against the cited paper.
- ASA: Activation Steering for Tool-Calling Domain Adaptation
ASA beats Tool-identity · Overall First Call Accuracy [NESTFUL evaluation]
41.94 vs 40.05
- ASA: Activation Steering for Tool-Calling Domain Adaptation
ASA beats Tool-identity · Overall Missing Tool Rate [NESTFUL evaluation]
6.72 vs 17.47
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.
- Feb 4, 2026