Highway Env
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Highway-Env Generalist
34.7Reward
6
highway-env lane-4-density-2.0
1Success Rate
6
Highway-Env (Specialist Evaluation)
34.9Reward
5
Highway-Env Lane 3 Specialist
34.9Reward
5
Highway-Env Roundabout (Evaluation)
56Success Rate
5
Highway-Env Intersection (Evaluation)
68.9Success Rate
5
Highway-Env Merge (Evaluation)
89.6Success Rate (%)
5
Highway-Env Straight (Evaluation)
97.5Success Rate
5
Highway-Env Overall (Evaluation)
68Success Rate
5
highway-env
1.927Interaction Density
5
highway-env
32.19Average Speed
5
highway-env Lane-4 Density 2.0 (standard setting)
100Success Rate (SR)
5
highway-env Lane-5 Density 3.0 (most complex)
70Success Rate
4
highway-env Lane-5 Density intermediate difficulty 2.5
80Success Rate (SR)
4
highway-env merge strong nonstationary v0 (unseen)
1.55Violation Count
3
Highway-Env roundabout v0 (100 evaluation episodes)
34Collision Rate
3
Highway-Env merge v0 (100 evaluation episodes)
0.03Collision Rate
3
Highway-Env v0 (100 evaluation episodes)
20Collision Rate
3
Highway Env Merge
100ASR
3