Single-agent tool selection on MCPToolBench++
77.57Top-1 AccSARL
Evaluation results
| Method | Links | |
|---|---|---|
| SARLRetrieval/Ranking Strategy=SARL2026.01 | 77.57 | |
| LLM DirectRetrieval/Ranking Strategy=LLM Direct2026.01 | 76.7 | |
| Cos-sim DirectRetrieval/Ranking Strategy=Cos-sim Direct2026.01 | 66.5 | |
| Cos-sim+RankRetrieval/Ranking Strategy=Cos-sim+Rank2026.01 | 45.81 |