Quality Assurance Tasks

Quality Assurance Tasks

What is Quality Assurance?

Quality Assurance (QA) is the second variety of tasks. These tasks occur after submissions are completed, and therefore do not affect the speed in which a submission flows through the system. It is important to note that if an error is found ...

Field Identification Quality Assurance

Field Identification QA tasks are specific to Semi-structured documents. All fields’ occurrences and bounding boxes are eligible for Field Identification QA sampling. To start a Field Identification QA task, follow these steps: Go to T...

Scoring Field Identification Accuracy

In order for the system to score the accuracy of the machine or a data keyer, a field must first achieve Quality Assurance (QA) consensus; consensus means that two identifications for the field must be matching. In other words, when the field ...

Scoring Field Output Accuracy

Field Output Accuracy is scored based on the transcription that was output. For Structured documents, the Field Output Accuracy is measured on the transcription output regardless of whether it is a human or machine entry. For ...

Table Identification Quality Assurance

Table Identification QA tasks are specific to Semi-structured documents with tables. Table Identification QA tasks are part of the Identification QA task queue in Tasks > Perform Tasks. Note that Field Identification QA tasks are also l...

Transcription Quality Assurance

Transcription QA tasks ask you to transcribe fields and table cells. This task is identical to the Transcription Supervision task and entails typing the contents of a field or a table cell into the system. Transcription QA tasks To start a Tr...

Transcription Accuracy and Automation

Accuracy is the proportion of data where machine predictions are correct. These predictions match the actual value that the data represents. To understand what the true value of a piece of data is, the machine uses Quality Assurance tasks. When Q...

Scoring Transcription Accuracy

Similar to Field ID QA, the machine measures transcription accuracy by establishing Quality Assurance (QA) consensus; consensus means that two entries for a given field must have matching normalized transcriptions. In other words, when th...

Full Page Transcription Quality Assurance

Accessing this feature Your access to the feature described in this article depends on your license package and pricing plan. To learn which features are available to your organization and how to add more, contact your Hyperscience representat...

Vision Language Model Quality Assurance