Standalone Traffic Brain

Evaluation

Dataset

Limitations

• The model was evaluated on one traffic network and should not be assumed to generalize to other cities without retraining.
• The official test partition was consulted during iterative model development; metrics should be treated as development-benchmark results, not a pristine blind evaluation.
• Persistent context is disabled operationally by resetting between independent batches. Chronological context needs task-specific temporal training.
• This is a research model, not a safety-critical traffic-control system.