GauntletBench reveals frontier AI agents achieve 19.1% success on 100 tasks in video editing, 3D modeling, and similar tools versus over 80% for humans, exposing limitations in overlooked capabilities.
Continuous benchmark generation for evaluating enterprise-scale llm agents
2 Pith papers cite this work. Polarity classification is still indexing.
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Anchor generates consistent long-horizon agent tasks from parametric constraint programs, yielding ERP-Bench of 300 ERP tasks where frontier models reach optimal solutions in 17.4% of trials.
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Anchor: Mitigating Artifact Drift in Agent Benchmark Generation
Anchor generates consistent long-horizon agent tasks from parametric constraint programs, yielding ERP-Bench of 300 ERP tasks where frontier models reach optimal solutions in 17.4% of trials.