Dataset · Hugging Face

NeroSeungSan/synthengine-cot-edge-case-v1

Name: synthengine-cot-edge-case-v1
Creator: NeroSeungSan
License: cc-by-nc-sa-4.0
Keywords: language:en, language:zh, license:cc-by-nc-sa-4.0, size_categories:10K<n<100K, format:json, modality:text, modality:video, library:datasets, library:pandas, library:polars, library:mlcroissant, arxiv:2511.00088, region:us, synthetic-data, autonomous-driving

SynthEngine CoT Edge Case Dataset v1.0 Premium synthetic Chain-of-Thought reasoning data for autonomous driving, robotics, and embodied AI edge cases. 🔗 Full dataset (1000 records) available on Gumroad This HuggingFace repo contains a free sample (10 records) under CC BY-NC-SA 4.0. 🎯 Why This Dataset? In 2025, NVIDIA Alpamayo-R1 proved that Chain-of-Causation reasoning improves autonomous driving planning accuracy by +12% and reduces close encounters by -35%.… See the full description on the dataset page: https://huggingface.co/datasets/NeroSeungSan/synthengine-cot-edge-case-v1.

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Author / organization	NeroSeungSan
License (as declared)	cc-by-nc-sa-4.0
Downloads	164 (as reported by Hugging Face)
Likes	0
Created	2 June 2026
Last updated at source	4 June 2026

synthetic-dataautonomous-drivingroboticsedge-caseschain-of-thoughtreasoningcorner-casesembodied-aivision-language-action

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