realistic-web-tasks-explicit-goals-best-model-completed CLM-0126
mechanismsingle paperReviewed by AI and Russ Miller

On realistic web tasks with explicit goals, the best model completed only a small fraction end to end, far below human performance.

Capability: Following an unfamiliar procedure

Sources

Reviewed by AI and Russ MillerLast checked: 2026-09-03Evidence activityHow much the field cites the sources under this claimvery heavily cited in the last 12 months1000+ in 12mo · 1931 total — WebArena: A Realistic Web Environment for Building Autonomous Agents
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