Tool Retrieval

Benchmarks

Dataset Name	SOTA Method	Metric
Mixed	MFTR	NDCG@100.59	44	3mo ago
Toolink	MFTR	NDCG@100.5796	44	3mo ago
Gorilla	MFTR	NDCG@100.3849	44	3mo ago
APIBank	MFTR	NDCG@1073.2	44	3mo ago
APIGen	MFTR	NDCG@100.8575	44	3mo ago
ToolBench	MFTR	NDCG@1058.54	44	3mo ago
ToolBench In-domain I1	ToolWeaver	NDCG@193.76	29	3mo ago
ToolRet		Avg nDCG@1045.96	21	3mo ago
ToolBench In-domain (I3)	IterFeedback	NDCG@191.74	20	3mo ago
ToolBench In-domain (I2)	ToolWeaver	NDCG@191.91	20	3mo ago
ToolRet CN v1.0 (test)	A2X	HR98	18	5d ago
TOOLRET Zero-Shot Macro-Avg	TOOLQP	nDCG@1036.9	15	3mo ago
TOOLRET Zero-Shot Custom	TOOLQP	nDCG@1045.8	15	3mo ago
TOOLRET Zero-Shot Code	TOOLQP	nDCG@1032	15	3mo ago
TOOLRET Zero-Shot Web*	bge-gemma	nDCG@1034.9	15	3mo ago
TOOLRET In-Domain (Avg)	TOOLQP-FORMAT	nDCG@1063.1	15	3mo ago
ToolBench I3 (test)	COLT	Recall@376.63	13	3mo ago
ToolBench I2 (test)	COLT	Recall@375.72	13	3mo ago
ToolLens (test)	COLT	Recall@393.64	13	3mo ago
ToolRet (Customized)	Qwen3 (QTND)	N@1042.38	11	3mo ago
ToolRet (Code)	Qwen3 (QTND)	N@1045.93	11	3mo ago
publicMCP EN v1.0 (test)	A2X	Hit Rate100	9	5d ago
ToolRet EN v1.0 (test)	A2X	Hit Rate (HR)92.6	9	5d ago
TinyAgent	Dynamic LR (DTDR-L)	MRR93	9	3mo ago
ToolBench I3	ToolWeaver	NDCG@188	9	3mo ago

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