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SeerRay-Lab/OmniStepBench

OmniStepBench OmniStepBench is a benchmark for deployment-aware agent evaluation across modalities and task complexity. Built on a shared OpenClaw execution environment, it organizes 233 tasks selected and adapted from 22 source benchmarks into a 2×3 workload matrix defined by input modality and execution form, and evaluates them under a unified contract-based protocol with evidence-based score auditing. The paper evaluates 30 commercial API… See the full description on the dataset page: https://huggingface.co/datasets/SeerRay-Lab/OmniStepBench.

Author / organizationSeerRay-Lab
License (as declared)other
Downloads1.5K (as reported by Hugging Face)
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Created22 September 2026
Last updated at source13 October 2026
agentagent-evaluationbenchmarkevaluationopenclawtool-useweb-searchmultimodalllm-as-a-judge
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