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Longest6 benchmark

The Longest6 benchmark consists of 36 routes with an average route length of 1.5km, which is similar to the average route length of the official leaderboard (~1.7km). During evaluation, we ensure a high density of dynamic agents by spawning vehicles at every possible spawn point permitted by the CARLA simulator. Following the NEAT evaluation benchmark, each route has a unique environmental condition obtained by combining one of 6 weather conditions (Cloudy, Wet, MidRain, WetCloudy, HardRain, SoftRain) with one of 6 daylight conditions (Night, Twilight, Dawn, Morning, Noon, Sunset).

To evaluate an agent on Longest6, please use the following environment variables in leaderboard/scripts/local_evaluation.sh:

export SCENARIOS=${WORK_DIR}/leaderboard/data/longest6/eval_scenarios.json
export ROUTES=${WORK_DIR}/leaderboard/data/longest6/longest6.xml

We additionally provide a separate xml file for each of the 36 routes in the benchmark in the folder longest6_split. To get the driving score of a single route, you can use the environment variables:

export SCENARIOS=${WORK_DIR}/leaderboard/data/longest6/eval_scenarios.json
export ROUTES=${WORK_DIR}/leaderboard/data/longest6/longest6_split/longest_weathers_#.xml
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