Dataset · Hugging Face

FrontisAI/NatureBench-traces

Name: NatureBench-traces
Creator: FrontisAI
License: cc-by-4.0
Keywords: license:cc-by-4.0, size_categories:1K<n<10K, format:parquet, modality:tabular, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, agent, coding-agent, llm-agent, agent-trajectories, agent-traces

NatureBench-traces NatureBench-traces contains the full solving process of coding agents on the 90 tasks of NatureBench. The task packages themselves (task brief, data, evaluator, SOTA scores) live in the sibling repository FrontisAI/NatureBench. Harbor-compatible task packages are available in FrontisAI/NatureBench-Harbor. The traces released here were collected with NatureBench's native task format, not from the Harbor tasks. This repository releases only the process traces:… See the full description on the dataset page: https://huggingface.co/datasets/FrontisAI/NatureBench-traces.

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Author / organization	FrontisAI
License (as declared)	cc-by-4.0
Downloads	2.9K (as reported by Hugging Face)
Likes	4
Created	3 July 2026
Last updated at source	31 August 2026

agentcoding-agentllm-agentagent-trajectoriesagent-traces

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