Skip to main content

Ground Truth - Fixes & Improvements

This release focuses on improving the stability, reliability, and user experience of the Ground Truth (GT) environment and Model Measurement functionalities within Otera Studio. We have resolved critical issues and bugs related to label configuration changes, document synchronization, and accurate performance measurement, ensuring predictable and deterministic behavior during the model training and versioning lifecycle.

Ground Truth (GT) Document Processing​

  • Change Highlighting on Re-sync: Values modified in a previous skill version are now explicitly highlighted in the Ground Truth editor after a re-sync action, facilitating quicker review of documents affected by new model versions. Change highlight
  • Visual Indicator for Required Sync: An icon is now displayed in the GT tab, visually alerting the user when the skill has configuration changes (e.g., to labels) that require a GT synchronization. GT synchronization required
  • Fixed 'Ghost' Fields after Rename: Old field names no longer persist in the "Labels validation" review screen alongside the new names after a field is renamed, removing misleading "ghost" fields from the UI.
  • Fixed Stuck Synchronization Loops: Document stability in Ground Truth (GT) is improved by resolving issues that caused documents to get stuck in an infinite "syncing" state after skill modifications. Users can now reliably delete documents directly from the GT list view, even when they are stuck in sync or failed statuses. This enhancement ensures full document manageability and faster recovery during the review process. Delete documents in GT
  • Fixed Document Review Failure: Resolved the Unexpected server error that occurred when attempting to review a document in GT if a label contained within that document had been deleted in the new skill version.
  • Resolved Document Upload Failures: Fixed failures related to uploading new GT documents or syncing existing documents to a newer skill version.
  • Multi-line Data Display: Addressed the bug where multi-line extracted fields (e.g., addresses) were not displayed in the Model Output Deviation panel for either the per-document or per-label view.