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"_about": "Labeled evaluation set for VisionFlow. Ground truth is the literal text rendered into each synthetic sample image by examples/generate_sample_images.py, so labels are exact by construction rather than human-annotated. Every value is fabricated: no real patient, shipment, or company data appears here. This set is small (3 images, 20 fields) and is intended to make quantization-level differences visible, not to establish absolute accuracy — for that, see the DocVQA/ChartQA note in the README.",
"samples": [
{
"id": "medical_report",
"image": "examples/sample_images/medical_report.png",
"category": "medical document",
"prompt": "Extract the patient data, procedure details, and diagnosis code from this surgical report.",
"schema": {
"patient_name": "string",
"mrn": "string",
"dob": "string (YYYY-MM-DD)",
"date_of_surgery": "string (YYYY-MM-DD)",
"surgeon": "string",
"procedure": "string",
"diagnosis_code": "string",
"asa_class": "string",
"estimated_blood_loss": "string",
"operative_time": "string"
},
"ground_truth": {
"patient_name": "Jordan A. Rivera (SYNTHETIC)",
"mrn": "SYN-00417293",
"dob": "1978-03-14",
"date_of_surgery": "2026-06-02",
"surgeon": "Dr. L. Whitfield, MD",
"procedure": "Laparoscopic cholecystectomy",
"diagnosis_code": "K80.20 — Cholelithiasis without obstruction",
"asa_class": "II",
"estimated_blood_loss": "25 mL",
"operative_time": "58 minutes"
}
},
{
"id": "shipping_manifest",
"image": "examples/sample_images/shipping_manifest.png",
"category": "structured form",
"prompt": "Extract the manifest header fields from this cold chain shipping manifest.",
"schema": {
"manifest_no": "string",
"ship_date": "string (YYYY-MM-DD)",
"origin_dc": "string",
"destination_dc": "string",
"carrier": "string",
"temp_requirement": "string"
},
"ground_truth": {
"manifest_no": "SM-2026-0642",
"ship_date": "2026-07-10",
"origin_dc": "DC-WEST-04, Fort Worth TX",
"destination_dc": "DC-EAST-11, Columbus OH",
"carrier": "ColdLink Logistics",
"temp_requirement": "2-8 C (refrigerated)"
}
},
{
"id": "chart_dashboard",
"image": "examples/sample_images/chart_dashboard.png",
"category": "chart",
"prompt": "Extract the chart title and the revenue value for each quarter shown in this bar chart.",
"schema": {
"title": "string",
"q1_revenue": "string",
"q2_revenue": "string",
"q3_revenue": "string",
"q4_revenue": "string"
},
"ground_truth": {
"title": "Synthetic Quarterly Revenue ($M) — Sample Dashboard",
"q1_revenue": "4.2",
"q2_revenue": "5.1",
"q3_revenue": "4.8",
"q4_revenue": "6.3"
}
}
]
}
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