Submissions are scored on a F1 metric: - Prompt Analysis: part-of-speech tagging is used to calculate what is expected in the image. - Image Analysis: object detection (YOLO) is used to check what objects were actually present. The F1 score is computed based on predicted vs. expected objects. Higher scores are better.