comma.ai leaderboard

comma.ai/jobs | comma.ai/bounties | join our Discord | follow us on X

compression challenge 

NEW!

losslessly compress 5,000 minutes of driving data

github.com/commaai/commavq

cash prize: $500 highest compression rate 

2024-07-01T23:59:00

scorenamemethod
2.6pkourouklidisarithmetic coding with GPT
2.3anonymouszpaq
2.3rostislavzpaq
2.2anonymouszpaq
2.2anonymouszpaq
2.20x41headzpaq
2.2tillinfzpaq
1.6baselinelzma

controls challenge (version 2)

design a controller to steer a (simulated) car

github.com/commaai/controls_challenge

scorenamemethod
66.106Quantizrcustom feedback controller
98.703QuangTran1608slsqp
100.445pau-mensabayesian optimization
125.274koushik-sssfuzzy logic controller
132.178userdariuscustom pid
141.308commaPID baseline

design challenge

design a UI to communicate openpilot's confidence to the user

github.com/commaai/jobs/blob/master/design.md

namedesign
davidcaliforniadesign

hardware challenge

find as many bugs as you can in a custom wire harness tester

github.com/commaai/harness_tester_challenge

bugsname
18dzid26
141art
13lukasloetkolben
13Quantizr

calibration challenge

predict the direction of travel (in camera frame) from provided dashcam video.

github.com/commaai/calib_challenge

scorenamenotes
5.33%fredyshoxHIRED
9.4%Boris
10.0%krikarls
11.4%Ritam
18.5%bongbui321
18.7%Nathan
19.0%MartinEthier
19.0%louislva
19.6%arshsinghal6
19.6%Yasin
20.0%RoyVorster
20.0%Roman
20.22%ArmandplHIRED
20.5%Herman
24.8%gijskoningHIRED

submit your solution here

archived challenges

* speed challenge: predict the speed of a car from a video

mystery prize

Want the exclusive challenge merch? You'll need to solve one of the challenges.

* controls: score less than 31 total cost
* compression: score better than 2.6
* calibration: score less than 9%
* hardware: find more than 14 bugs
* design: make something elegant and beautiful