Agentic Tool-use

Benchmarks

Dataset Name	SOTA Method	Metric
Tau2-Bench		Retail Score90.4	59	23h ago
tau2-bench Airline	CODEDELEGATOR	Pass@163.5	30	9d ago
tau2-bench Retail	CODEDELEGATOR	Pass@182	30	9d ago
Agentic Macro-aggregate	Uno-Orchestra	Pass@170.3	22	27d ago
AppWorld (Challenge)	RCL (all primitives)	TGC83.7	20	1mo ago
AppWorld Normal	RCL (all primitives)	Task Goal Completion (TGC)89.3	20	1mo ago
τ²-Bench Telecom		Accuracy100	18	15d ago
τ2-Bench (Tau-bench) Retail and Telecom		Overall Success Rate85.79	17	3mo ago
ACEBench	GEAR	ACE-E Score37.5	16	2d ago
BFCL	GEAR	BFCL Average Score94.1	16	21d ago
ToolSandbox Multi-Tool	GEAR	TS-M Score53.7	16	21d ago
Tau-Bench	Qwen3-235B-Instruct-2507	Retail Score71.3	13	3mo ago
ACEBench (agent-task)		Multi Turn Success Rate97.5	13	3mo ago
tau^2 Bench official evaluation setting GPT-4.1 simulator	REACT(GPT-5)	Retail Score0.775	9	3mo ago
Tau2-Telecom	LongCat-Flash-Lite	Avg@872.8	8	2mo ago
Tau2 Retail	LongCat-Next	Avg@873.68	8	2mo ago
Tau2-Airline	LongCat-Flash-Lite	Avg@858	8	2mo ago
τ²-Bench Airline		Accuracy67.5	5	1mo ago
τ²-Bench Retail		Accuracy84.7	5	1mo ago
SpreadSheetBench		Success Rate55.36	5	3mo ago
Agentic/tool BFCL and Tool-2	DASD	Overall Score0.711	4	12d ago
tau2-Bench	PivotRL	Accuracy64	2	2mo ago

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