| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Mixed | MFTR | NDCG@100.59 | 44 | 4mo ago | |
| Toolink | MFTR | NDCG@100.5796 | 44 | 4mo ago | |
| Gorilla | MFTR | NDCG@100.3849 | 44 | 4mo ago | |
| APIBank | MFTR | NDCG@1073.2 | 44 | 4mo ago | |
| APIGen | MFTR | NDCG@100.8575 | 44 | 4mo ago | |
| ToolBench | MFTR | NDCG@1058.54 | 44 | 4mo ago | |
| ToolBench In-domain I1 | ToolWeaver | NDCG@193.76 | 29 | 4mo ago | |
| ToolLens (test) | L2-TR | Recall@396.3 | 22 | 1mo ago | |
| ToolRet | Avg nDCG@1045.96 | 21 | 4mo ago | ||
| ToolBench In-domain (I3) | IterFeedback | NDCG@191.74 | 20 | 4mo ago | |
| ToolBench In-domain (I2) | ToolWeaver | NDCG@191.91 | 20 | 4mo ago | |
| RRB | Rc@5055.6 | 18 | 1mo ago | ||
| G3 | TG-5FM | Recall@5089.2 | 18 | 1mo ago | |
| G2 | TG-3FM | Recall@5085.3 | 18 | 1mo ago | |
| G1 | TG | Rc@5095.7 | 18 | 1mo ago | |
| ToolRet CN v1.0 (test) | A2X | HR98 | 18 | 1mo ago | |
| GeoPlan-bench (Overall) | BSCTR | R@k67.52 | 15 | 1mo ago | |
| TOOLRET Zero-Shot Macro-Avg | TOOLQP | nDCG@1036.9 | 15 | 4mo ago | |
| TOOLRET Zero-Shot Custom | TOOLQP | nDCG@1045.8 | 15 | 4mo ago | |
| TOOLRET Zero-Shot Code | TOOLQP | nDCG@1032 | 15 | 4mo ago | |
| TOOLRET Zero-Shot Web* | bge-gemma | nDCG@1034.9 | 15 | 4mo ago | |
| TOOLRET In-Domain (Avg) | TOOLQP-FORMAT | nDCG@1063.1 | 15 | 4mo ago | |
| ToolBench I3 (test) | COLT | Recall@376.63 | 13 | 4mo ago | |
| ToolBench I2 (test) | COLT | Recall@375.72 | 13 | 4mo ago | |
| ToolRet (Customized) | Qwen3 (QTND) | N@1042.38 | 11 | 4mo ago |
