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RoTA-Bench Evaluate

Hugging Face Evaluate integration for RoTA-Bench. The module downloads the public dataset and runs the released evaluator.

Usage

pip install evaluate huggingface_hub
import evaluate

metric = evaluate.load("QingchuanMa/rota-bench-eval")
result = metric.compute(backend="simulated", max_tasks=1)
print(result)

For an API-backed evaluation, set OPENAI_API_KEY in the environment and pass backend="gemini_api", base_url, and api_model. The API key is never stored in this repository.

The default simulated call runs one task. Increase max_tasks for a larger run. Formal comparison settings and the fixed dataset are documented at QingchuanMa/RoTA-Bench.

Paper

RoTA-Bench paper: https://huggingface.co/papers/2610.17665

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