HuggingFace Papers
8/10 signal
OSWorld2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks
agenticeval
What happened
OSWorld 2.0 is an updated benchmark designed to evaluate computer-use agents on long-horizon, real-world tasks. It moves beyond simple UI interactions to test complex, multi-step workflows that require deep reasoning, planning, and error recovery over extended sessions.
Why it matters
It provides a rigorous, long-horizon testing ground for computer-use agents, highlighting the gap between simple tool-calling and actual task completion.
The take
As computer use becomes the dominant paradigm for enterprise agents, robust benchmarks are critical. OSWorld 2.0 is a highly practical evaluation suite for testing whether your agent can actually survive real-world desktop environments without breaking.
Do this
If you are building desktop or browser-automation agents, integrate OSWorld 2.0 into your evaluation pipeline to benchmark your agent's reliability.
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