docs/TESTING_STATUS.md

Testing Status

Current Status

• Total Tests: 106
• Passing: 104
• Skipped: 2
• Failing: 0

Test Coverage

Detector Signal Counts

• Ensemble (Full System): 21 signals

  • Statistical: 19 signals
  • DIRE: 1 signal
  • CLIP: 1 signal

• Individual Detectors:

  • StatisticalDetector: 19 signals
  • CovarianceDetector: 16 signals
  • UltraAdvancedDetector: 13 signals
  • AdvancedAIDetector: 10 signals

Version

• Current Version: 6.0.0
• Last Updated: March 9, 2026

Known Limitations

• DIRE detector requires HuggingFace authentication in CI (graceful fallback implemented)
• CLIP centroids are placeholder values until reference database is built (Issue #32)
• Expected variance in AI probability: ~12-15% due to CLIP randomness

Test Performance

• Fast tests (no ML models): ~2 minutes
• Slow tests (ML model loading): ~3 minutes
• Total: ~5 minutes

Run fast tests only:

pytest backend/tests/ -m "not slow" -v

Run all tests:

pytest backend/tests/ -v