README.md

metadata

pretty_name: HUD UI Validation Pilot
license: other
task_categories:
  - image-classification
tags:
  - gameplay
  - hud
  - ui
  - validation

HUD/UI annotation validation pilot

This public artifact compares 10 gameplay screenshots across four columns:

1. raw frame;
2. GPT-5.6 Sol X-High final reference;
3. GPT-5.6 Terra High refined annotation;
4. confidence-routed final annotation.

Files:

• analysis.md: aggregate metrics and per-game error table;
• per_sample_metrics.csv: machine-readable sample metrics;
• overlay_comparison_contact_sheet.jpg: full comparison sheet.

The 0--100 confidence value is a conservative pipeline routing score, not a calibrated probability of correctness. On this 10-sample pilot, pure Terra High element F1 is 0.7755 and mean slot Jaccard is 0.6875. The sample is too small for a final model-selection conclusion.