Supplementary Material Need for Speed: A Benchmark for Higher Frame Rate Object Tracking

Per tracker evaluation: Fig. 3 compares tracking higher versus lower frame rate videos (success plots) for each evaluated method. These results are summarized by Fig. 3 (success rate at IoU > 0.50) in the main manuscript. Here, we illustrate success plots of all tracker over all overlapping thresholds. For lower frame rate tracking (30 FPS) results are reported for both with and without motion blur. AUCs are reported in the legend. This more detailed evaluation shows that all trackers achieve a significant improvement on tracking higher frame rate videos, compared to lower frame rate videos. Moreover, this evaluation shows that all trackers are fairly robust to the presence of motion blur in lower frame rate videos.