Autonomous Driving
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
24.32AS Score
12
Mar 20, 2026
51.8DS Score
12
Mar 16, 2026
56.1DS
12
Mar 16, 2026
100Straight Driving Success Rate
12
Feb 26, 2026
1.579Efficiency Score
12
Feb 26, 2026
98.9NC
11
Jun 23, 2026
76Driving Score
11
Feb 26, 2026
0.8Driving Score
11
Feb 26, 2026
75.137Driving Score
11
Feb 26, 2026
17.57Merging Success Rate
11
Feb 26, 2026
88.4Driving Score
10
Jul 7, 2026
97.6Score
10
Jun 19, 2026
0Collision Rate (%)
10
Jun 19, 2026
18.75Driving Cost
10
Mar 31, 2026
34.67Merging Score
10
Feb 26, 2026
0.762Driving Score
10
Feb 26, 2026
98.3NC
9
Apr 14, 2026
98.4NC
9
Mar 9, 2026
86.05Route Completion (RC)
9
Feb 26, 2026
2,237.31Return
9
Feb 26, 2026
56.8DS
9
Feb 26, 2026
43.8Driving Score
9
Feb 26, 2026
64.22Driving Score (DS)
9
Feb 26, 2026
81DS
9
Feb 26, 2026
165.47Efficiency
8
Jun 24, 2026