Data Annotation Quality Review Form
Use this form to review the quality of a data annotation task, assess label accuracy and consistency, and record the final review decision.
Reviewer and Review Context
Reviewer Name or ID
*
Review Date
*
 -
Month
 -
Day
Year
2 digit month, 2 digit day, 4 digit year
Date
Dataset or Project Name
*
Task or Batch Reference
Annotation Item or Sample ID
*
Annotation Type
*
Image Labeling
Text Classification
Bounding Box Annotation
Segmentation Mask
Audio Transcription
Named Entity Labeling
Sentiment Labeling
Other
Annotation Quality Evaluation
Original Annotation
*
Expected Label
*
Correctness
*
1
2
3
4
5
Completeness
*
1
2
3
4
5
Consistency with Guidelines
*
1
2
3
4
5
Label Precision
*
1
2
3
4
5
Ambiguity Handling
*
1
2
3
4
5
Overall Quality Score
*
1
2
3
4
5
Error Analysis and Decision
Error Type
*
No error
Wrong label
Missing label
Extra label
Boundary issue
Guideline mismatch
Ambiguous case
Other
Severity
*
Low
Medium
High
Critical
Reviewer Comments / Notes
Final Review Decision
*
Approve
Approve with minor edits
Send for rework
Reject
Corrective Guidance
Submit Review
Should be Empty: