| { | |
| "@context": { | |
| "@vocab": "https://schema.org/", | |
| "cr": "http://mlcommons.org/croissant/", | |
| "rai": "http://mlcommons.org/croissant/RAI/" | |
| }, | |
| "@type": "sc:Dataset", | |
| "@id": "https://huggingface.co/datasets/QuantBlockchain/qcv-dataset", | |
| "name": "QCV-Dataset", | |
| "description": "132 Quantum Circuits, 5 Core Modalities, 792 Experiment Results, Bilingual Annotations.", | |
| "license": "https://spdx.org/licenses/MIT.html", | |
| "url": "https://huggingface.co/datasets/QuantBlockchain/qcv-dataset", | |
| "sameAs": "https://github.com/QuantBlockchain/quantum-circuit-vision", | |
| "citeAs": "@misc{liu2026qcv, title={QCV: Cost-Aware Evaluation of Visual AI Agents for Quantum Code Generation}, author={Liu, Dongping and Zhang, Aoyu and Zhang, Luyao}, year={2026}, url={https://github.com/QuantBlockchain/quantum-circuit-vision}}", | |
| "creator": [ | |
| { | |
| "@type": "Person", | |
| "name": "Dongping Liu" | |
| }, | |
| { | |
| "@type": "Person", | |
| "name": "Aoyu Zhang" | |
| }, | |
| { | |
| "@type": "Person", | |
| "name": "Luyao Zhang" | |
| } | |
| ], | |
| "datePublished": "2026-04", | |
| "version": "1.0.0", | |
| "rai:dataCollection": { | |
| "description": "Circuits generated using Qiskit + expert curation. Verified on Braket LocalSimulator.", | |
| "collectionMethod": "Computational generation with manual expert annotation", | |
| "source": "Synthetic generation via Qiskit + expert curation" | |
| }, | |
| "rai:dataLimitations": [ | |
| "Limited to Amazon Braket SDK circuits; framework-specific syntax", | |
| "State vectors from LocalSimulator only; hardware results may differ", | |
| "Bilingual annotations cover EN/CN only", | |
| "Depth range 1-27; may not represent extremely deep circuits", | |
| "No real quantum hardware execution data" | |
| ], | |
| "rai:dataBiases": "Dataset includes 23.5% blockchain-relevant circuits, which may over-represent cryptographic applications relative to general quantum computing.", | |
| "rai:useCases": [ | |
| "Training visual AI agents for quantum circuit understanding", | |
| "Evaluating multimodal LLMs on code generation from circuit diagrams", | |
| "Quantum program verification and equivalence checking", | |
| "Cost-aware model selection for quantum code generation tasks" | |
| ], | |
| "rai:dataReleaseMaintenance": { | |
| "version": "1.0.0", | |
| "releaseDate": "2026-04", | |
| "maintenancePlan": "Community-driven updates; issue tracking via GitHub" | |
| }, | |
| "rai:securityPrivacy": { | |
| "personalInformation": "No personal information included", | |
| "sensitiveData": "No sensitive data; all synthetic quantum circuits" | |
| } | |
| } |