01
Chart-reading accuracy
Visual QA (VQA)
Chartography
Visual question-answer data for chart reading and graphical reasoning.
Benchmark / task domain
The work
Read chart values and reason over graphical relationships.
Tasks cover numerical reading, cross-panel comparisons, interval calculations and graph relationships. Data connects chart images and questions with answers and explanations.
Delivery can include
- 01
- Chart images and structured questions
- 02
- Reference answers and explanations
- 03
- Parquet / YAML QA data and evaluation tools
How we evaluate the task
Define how to evaluate the result.
02
Reasoning over visual relationships
03
Consistency of answers and explanations
WORK WITH ASTRAFLUX
What should your
model be able to do?
Share the capability, task types and delivery requirements. We’ll discuss the right program and representative tasks.
Contact us norman383@astraflux.spaceBenchmark names indicate reference directions. Task scope and delivery specifications are agreed for each project.