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ResearchFormerly WizWand

Task-goal completion

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

AppWorld (test challenge)

32Goal Completion Score

35

Jun 16, 2026

18.46Average Completion Score @4

7

May 19, 2026

AppWorld Hard 63 tasks (test_normal)

31.7Accuracy

4

Jun 23, 2026

AppWorld Medium 48 tasks (test_normal)

43.8Accuracy

4

Jun 23, 2026

AppWorld Easy normal 57 tasks (test)

73.7Accuracy

4

Jun 23, 2026

AppWorld Average 168 tasks (test normal)

44Accuracy

4

Jun 23, 2026

AppWorld Challenge Qwen-2.5-32B (test)

51Average Task Completion Score

4

Mar 13, 2026

AppWorld Normal Qwen-2.5-32B (test)

75Average Task Completion Score

4

Mar 13, 2026