| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Mixed | MFTR | NDCG@100.59 | 44 | 4d ago | |
| Toolink | MFTR | NDCG@100.5796 | 44 | 4d ago | |
| Gorilla | MFTR | NDCG@100.3849 | 44 | 4d ago | |
| APIBank | MFTR | NDCG@1073.2 | 44 | 4d ago | |
| APIGen | MFTR | NDCG@100.8575 | 44 | 4d ago | |
| ToolBench | MFTR | NDCG@1058.54 | 44 | 4d ago | |
| ToolBench In-domain I1 | ToolWeaver | NDCG@193.76 | 29 | 4d ago | |
| ToolBench In-domain (I3) | IterFeedback | NDCG@191.74 | 20 | 4d ago | |
| ToolBench In-domain (I2) | ToolWeaver | NDCG@191.91 | 20 | 4d ago | |
| TOOLRET Zero-Shot Macro-Avg | TOOLQP | nDCG@1036.9 | 15 | 4d ago | |
| TOOLRET Zero-Shot Custom | TOOLQP | nDCG@1045.8 | 15 | 4d ago | |
| TOOLRET Zero-Shot Code | TOOLQP | nDCG@1032 | 15 | 4d ago | |
| TOOLRET Zero-Shot Web* | bge-gemma | nDCG@1034.9 | 15 | 4d ago | |
| TOOLRET In-Domain (Avg) | TOOLQP-FORMAT | nDCG@1063.1 | 15 | 4d ago | |
| ToolBench I3 (test) | COLT | Recall@376.63 | 13 | 4d ago | |
| ToolBench I2 (test) | COLT | Recall@375.72 | 13 | 4d ago | |
| ToolLens (test) | COLT | Recall@393.64 | 13 | 4d ago | |
| ToolRet | pplx-embed-v1-4B | Web nDCG@1042.07 | 10 | 4d ago | |
| TinyAgent | Dynamic LR (DTDR-L) | MRR93 | 9 | 4d ago | |
| ToolBench I3 | ToolWeaver | NDCG@188 | 9 | 4d ago | |
| ToolBench Multi-domain (I2) | ToolWeaver | NDCG@189.76 | 9 | 4d ago |
