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ResearchFormerly WizWand

Tool Usage

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Aggregate BFCL and Meta-Tool

86.6Accuracy

20

Apr 21, 2026

Meta-Tool Multiple

91.1Accuracy

20

Apr 21, 2026

Meta-Tool Single

Phi-4-Reasoning

77.7Accuracy

20

Apr 21, 2026

BFCL Multi-Parallel v2

87.5Accuracy

20

Apr 21, 2026

BFCL Parallel v2

Qwen3-4B-Thinking

87.5Accuracy

20

Apr 21, 2026

BFCL Multi-Parallel v1

Qwen3-4B-Thinking

90.5Accuracy

20

Apr 21, 2026

BFCL Parallel v1

95.5Accuracy

20

Apr 21, 2026

Real-world tool usage

Compose by Focus

90Success Rate

13

May 8, 2026

Qwen2.5-7B-Ins + ADR

41.67Pass@1

3

Jun 1, 2026