This page shows the results submitted to the VIVA Traffic Sign Detection Benchmark.

Rank Method SPEED LIMIT WARNING NO TURN Stop MEAN AUC Runtime Environment
1 ACF 84.31 98.98 96.17 96.11 93.89 N/A N/A
2 8bit-MCT and Adaboost 81.43 21.22 57.63 65.81 56.52 N/A N/A
N/A CNN (video) 89.86 N/A N/A N/A N/A N/A N/A
1 A. Møgelmose, D. Liu, and M. M. Trivedi, Detection of U.S. Traffic Signs, IEEE Trans. on Intelligent Transportation Systems, vol. 16, no. 6, pp. 3116-3125, 2015..
P. Dollár, R. Appel, S. Belongie, and P. Perona, Fast feature pyramids for object detection, IEEE Trans. Pattern Anal. and Mach. Intell., vol. 36, no. 8, pp. 1532–1545, Aug 2014. (code)
2 (paper)
3 Y. Li, A. Møgelmose, and M. M. Trivedi, paper under review.