Careerflow/ResumeExtractBench
ResumeExtractBench ResumeExtractBench is a benchmark for schema-guided structured extraction from resume documents. Given a resume PDF and a JSON Schema, systems must return structured data covering personal details, work history, education, skills, and more. Dataset Size: 38 documents (handwritten + adversarial distractors) Schema Sections Scored: 9 (basics, experience, education, projects, summary, certifications, awards, volunteering, skills) Domains: 6 (engineering… See the full description on the dataset page: https://huggingface.co/datasets/Careerflow/ResumeExtractBench.
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1{"resume_id": "customer-support-executive-resume", "files": {"pdf": "pdfs/customer-support-executive-resume.pdf"}, "ground_truth": {"basics": {"fname": "Rahul", "lname": "Sharma", "email": "Rahul.06@example.com", "phone": "6340274126", "city": "", "state": "", "country": "", "hasPersonalPhoto": null}, "experience": [], "education": [{"institution": "Aditya Institute of Technology", "area": "Computer Science", "descriptions": []}], "projects": [{"name": "Custom onboarding & KYC verification", "descriptions": ["This is a premium voice process for enterprise business of our telecom partner.", "Experienced in voice & chat customer service with expertise in handling customer inquiries, resolving complaints, maintaining customer records, and ensuring excellent customer experience.", "Handle customer calls in a professional and efficient manner.", "Address customer queries, concerns, and complaints with a problem-solving approach.", "Maintain accurate records of customer interactions and follow ups.", "Provide timely and relevant information to customers to resolve their issues.", "Work collaboratively with other teams to escalate and resolve complex issues.", "Meet performance targets, including call handling time, customer satisfaction and issue resolution rates."]}], "personalSummary": "Detailed-oriented professional with 2 years of experience in handling customer data, document verification, process compliance, and quality assurance. Skilled in analyzing information, maintaining accurate records, resolving discrepancies, and supporting customer onboarding processes. Strong understanding of KYC, AML, and regulatory compliance principles, with excellent analytical and communication skills. A quick learner who is committed to accuracy, operational excellence, and delivering exceptional customer service.", "certifications": [], "awards": [], "volunteering": [], "skills": [{"category": "Skills", "skills": ["KYC", "Customer Due Diligence (CDD)", "AML Awareness", "Customer onboarding", "Document verification", "Customer verification", "Data validation", "Regulatory Compliance", "Risk Assessment", "Microsoft Excel", "MS office", "Servicenow", "Attention to detail", "Analytical skills", "Communication skills", "Team Collaboration", "Time Management", "Problem solving", "Adaptable and quick learner", "Collaborative Team player", "Commitment to Continuous Growth", "Commitment to Continous Growth"]}]}, "difficulty": "hard", "layout_tags": ["handwritten", "handwritten-resume"], "source": "expert-handwritten", "domain": "general", "schema_version": "resume_v1"}2{"resume_id": "web-developer-resume", "files": {"pdf": "pdfs/web-developer-resume.pdf"}, "ground_truth": {"basics": {"fname": "K. KIRAN", "lname": "VARMA", "email": "KKvarma@gmail.com", "phone": "9806247810", "city": "", "state": "", "country": "", "hasPersonalPhoto": false}, "personalSummary": "A passionate and results-driven Experienced Web Developer in developing responsive and dynamic websites. Proficient in both front end and back end technologies, with a solid understanding of HTML5, CSS, JavaScript, Bootstrap, core PHP, and MySQL. Adept at creating user friendly interfaces and ensuring seamless interactions across devices. Experienced in working with React.js and Angular at a basic level, demonstrating the ability to quickly learn and adapt to new frameworks and technologies.\n\n- Developed and maintained PHP web applications using Bootstrap framework, SQL databases, REST APIs.\n- Developed and tested many features for dashboard, created using bootstrap, CSS, and JavaScript.\n- Worked on front end frameworks like CSS bootstrap for responsive webpages.\n- Collaborated with internal teams to convert end user feedback into meaningful and improved solutions.\n- Interface with client stakeholders to establish project scope and identify ideal digital solutions based on customer business needs, marketing objectives and SEO strategy.", "experience": [{"endMonth": 8, "currentlyWorkHere": false, "startMonth": 6, "city": null, "position": "Web Developer", "company": "Cloudsphere Technologies", "endYear": 2026, "startYear": 2022, "country": null, "description": ["Involve in the development of the application using PHP 8.2, HTML5, CSS3, BOOTSTRAP and jQuery.", "planned website development, Converting mockups into usable web presence with HTML, JavaScript, Ajax and JSON coding.", "Crafted SEO strategy and intuitive interface for site to achieve prominent ranking across top browser platforms.", "Implemented changes and integrated requested elements to streamline business operations.", "Developed back-end components to connect applications with web services.", "Implemented Google-based SEO and ad campaigns to meet budget specifications.", "Worked on CSV files while trying to get input from the MySQL database."]}], "education": [{"endMonth": null, "currentlyStudyHere": false, "studyType": "Bachelor's Degree", "startMonth": null, "area": "Mechanical Engineering", "city": "Rajahmundry", "endYear": null, "score": null, "startYear": null, "institution": "Arts Institute of Technology - Rajahmundry", "country": null, "description": []}], "projects": [], "certifications": [], "awards": [], "volunteering": [], "skills": [{"category": "Front-End Developement", "skills": ["Angular", "Bootstrap", "CSS", "CSS3", "Cross-device and cross-browser performance", "HTML 5", "HTML5", "Interactive web elements", "JavaScript", "Javascript", "React.js", "Responsive web pages", "UI components", "jQuery"]}, {"category": "Back - End Development", "skills": ["Ajax", "Angular", "Data processing", "Form handling", "Front-end and back-end integration", "JSON", "MSQL", "MySQL", "PHP 8.2", "REST APIs", "Real-time data submission and retrieval", "SQL databases", "User authentication", "core PHP"]}, {"category": "Key Skills", "skills": ["Best practices for software development", "Built reusable and maintainable application code for future Projects", "Followed best practices for software development", "Guided the team through new challenges involving emerging techniques", "Planned the development and deployment of the product following the full SDLC", "Quickly understanding the problem and resolving issue with in the time line", "SDLC", "SEO strategy", "Understanding the client requirement and provide the optimize solution"]}, {"category": "Soft Skills", "skills": ["Excellent communication and collaboration skills, with a proven ability to work well in team environments", "Excellent problem-solving skills and attention to detail", "Quick to adapt to new technologies and frameworks"]}, {"category": "Text Editors", "skills": ["PHPstorm", "Sublime Text", "visual studio code"]}, {"category": "Databases", "skills": ["MySQL"]}, {"category": "Frameworks & Libraries", "skills": ["Angular (Basic)", "Bootstrap", "React.js", "jQuery"]}, {"category": "Operating systems", "skills": ["Linux", "Windows"]}, {"category": "Working environment", "skills": ["XAMPP"]}, {"category": "Skills", "skills": ["Adaptability to new technologies and frameworks", "Attention to detail", "Client requirement analysis", "Collaboration", "Communication", "Emerging techniques", "Issue resolution", "Optimized solutions", "Problem solving", "Reusable and maintainable application code", "SDLC", "Software development best practices", "Team guidance", "Teamwork"]}]}, "difficulty": "hard", "layout_tags": ["handwritten", "handwritten-resume"], "source": "expert-handwritten", "domain": "engineering", "schema_version": "resume_v1"}3 