README.md

Traffic4cast 2022 Evaluation

Create submissions, test sets and evaluate submissions. Currently only for the core competition (congestion classes cc), code for the extended competition ( super-segment average speeds eta) forthcoming.

The submission zip for the core competition must have the following file structure:

london/labels/cc_labels_test.parquet
madrid/labels/cc_labels_test.parquet
melbourne/labels/cc_labels_test.parquet

create_submission_template.py

Contains dummy usage examples to create submissions for models both using T4c22Dataset or T4c22GeometricDataset.

create_submission.py

Contains helpers to create submissions for models both using T4c22Dataset or T4c22GeometricDataset. See test_create_submission.py for usage example to create submissions from model checkpoints.

generate_tests_sets.py

This is the code we used to generate the test sets.

scorecomp.py

This is the code we use for evaluation in the leaderboard.