Tool Identification on BFCL out-of-domain
38.06Exact MatchTInR-U
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TInR-U2026.04 | 38.06 | 38.06 | |
| ToolGen2026.04 | 34.89 | 34.97 | |
| Ada-embedding+ToolRLRetriever=Ada-embedding, Reasoning=ToolRL2026.04 | 32.32 | 32.38 | |
| ToolRetriever+xLAM-7b-rRetriever=ToolRetriever, Reasoning=xLAM-7b-r2026.04 | 30.56 | 30.66 | |
| ToolRetriever+Hammer2.1-7bRetriever=ToolRetriever, Reasoning=Hammer2.1-7b2026.04 | 30.56 | 30.66 | |
| ToolRetriever+Qwen3-8BRetriever=ToolRetriever, Reasoning=Qwen3-8B2026.04 | 30.56 | 30.66 | |
| ToolRetriever+ToolRLRetriever=ToolRetriever, Reasoning=ToolRL2026.04 | 30.56 | 30.66 | |
| TR-Feedback+ToolRLRetriever=TR-Feedback, Reasoning=ToolRL2026.04 | 30.33 | 30.43 | |
| BM25+ToolRLRetriever=BM25, Reasoning=ToolRL2026.04 | 24.94 | 25.8 |