NoisyToolBench

Benchmarks

Task Name	Dataset Name	SOTA Result
Tool Learning under Instructions Beyond Tool Capabilities	NoisyToolBench IBTC 1.0 (test)	A1 Score98	32
Tool Learning under Instruction with Error	NoisyToolBench IwE 1.0 (test)	A1 Success Rate74	32
Tool Learning under Instruction with Multiple Requests	NoisyToolBench IMR 1.0 (test)	A1 Score90	32
Tool Learning under Instruction with Missing Key Information	NoisyToolBench IMKI 1.0 (test)	A1 Success Rate94	32
Tool-using	NoisyToolBench IBTC	Average Steps1	32
Tool-using	NoisyToolBench IwE	Average Steps1.3	32
Tool-using	NoisyToolBench IMR	Average Steps1.03	32
Tool-using	NoisyToolBench IMKI	Average Steps1.26	32

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