ClawBench: Can AI Agents Complete Everyday Online Tasks?
Paper • 2604.08523 • Published • 81
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ClawBench: Can AI Agents Complete Everyday Online Tasks?
ClawBench evaluates AI agents on 153 everyday tasks (such as booking flights, ordering groceries, submitting job applications) across 144 live websites. We capture 5 layers of behavioral data (session replay, screenshots, HTTP traffic, agent reasoning traces, and browser actions), collect human ground-truth for every task, and score with an agentic evaluator that provides step-level traceable diagnostics.
Links
- Paper: https://huggingface.co/papers/2604.08523
- Project Page: https://claw-bench.com
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