Accident Anticipation Benchmark | The MM-AU Benchmark Suite

Vision-based Accident Anticipation

This is our vision-based traffic accident anticipation benchmark; we calculate the Average Precision (AP), Area Under Curves (AUC), mean Time To Accident (mTTA), and mean Time To Accident at 0.5 threshold (TTA0.5) values.

Leaderboard

ID	Method	Year	Code	AP	AUC	mTTA	TTA0.5	Environment
1	DRIVE	2021	Link	69.0 %	72.7 %	3.657	4.259	RTX 3090
2	CAP	2022	Link	74.4 %	83.3 %	4.020	4.497	RTX 3090

Submit Your Results

You can submit your metric values via the provided form. Furthermore, we would highly appreciate your contribution with clear links to relevant articles and code for more in-depth analysis.

Click here to submit your results:

Submit