Autonomous Driving
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.733DS
17
Feb 26, 2026
93.25Driving Score
17
Feb 26, 2026
100Straight Success
17
Feb 26, 2026
100Straight Success Rate
17
Feb 26, 2026
93.49Success Rate
16
Jun 17, 2026
99.28Success Rate
16
Jun 17, 2026
93.87Success Rate
16
Jun 17, 2026
99.73Success Rate
16
Jun 17, 2026
93.18Success Rate
16
Jun 17, 2026
21.4AS
15
Mar 16, 2026
-11Error Rate
15
Feb 26, 2026
1,166.86Return
15
Feb 26, 2026
73.22DS
15
Feb 26, 2026
95.71DS Score
15
Feb 26, 2026
0No Collision Rate
14
May 22, 2026
91.85Driving Score
14
May 14, 2026
91.01Driving Score
14
Mar 4, 2026
85.94DS
14
Feb 26, 2026
0.62Avg L2 Error
13
Feb 26, 2026
6.87Driving Score
13
Feb 26, 2026
68.3Go SR
12
Jun 8, 2026
1.15End-to-end Latency
12
May 26, 2026
1Latency (ms)
12
May 21, 2026
67.17Driving Score
12
Apr 15, 2026
25.1AS
12
Mar 20, 2026