multimodal benchmark
OSWorld Screenshot-only
OSWorld Screenshot-only: A variant of the OSWorld benchmark that evaluates multimodal AI agents using only screenshot observations to complete open-ended computer tasks across real operating systems (Ubuntu, Windows, macOS). Tests agents' ability to perform complex workflows involving web apps, desktop applications, file I/O, and multi-application tasks through visual interface understanding and GUI grounding.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
OSWorld Screenshot-only Ranking
Higher score ranks better on this benchmark.
| 1 | AN | 14.9% | 100.0% | 1 | C |
OSWorld Screenshot-only Highlights
The leading models and scores on this benchmark.
What is OSWorld Screenshot-only?
What OSWorld Screenshot-only measures and how its scores work.
OSWorld Screenshot-only: A variant of the OSWorld benchmark that evaluates multimodal AI agents using only screenshot observations to complete open-ended computer tasks across real operating systems (Ubuntu, Windows, macOS). Tests agents' ability to perform complex workflows involving web apps, desktop applications, file I/O, and multi-application tasks through visual interface understanding and GUI grounding.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- OSWorld Screenshot-only
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- osworld-screenshot-only|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about OSWorld Screenshot-only.
Which model scores highest on OSWorld Screenshot-only?
Claude 3.5 Sonnet is currently ranked first with 14.9%.
What does OSWorld Screenshot-only measure?
OSWorld Screenshot-only: A variant of the OSWorld benchmark that evaluates multimodal AI agents using only screenshot observations to complete open-ended computer tasks across real operating systems (Ubuntu, Windows, macOS). Tests agents' ability to perform complex workflows involving web apps, desktop applications, file I/O, and multi-application tasks through visual interface understanding and GUI grounding.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.