Fig. 1
From: Drone-Person Tracking in Uniform Appearance Crowd: A New Dataset

A visual performance evaluation encompasses a comparative analysis of six state-of-the-art trackers, specifically STARK-ST5025, ToMP5022, KeepTrack46, MixFormer-CvT37, OSTrack384-NeighborTrack47, and OSTrack38441. This evaluation is carried out across seven distinct datasets, followed by a direct comparison with our proposed D-PTUAC dataset. It is noteworthy that the results underscore a noticeable decline in the performance of the state-of-the-art trackers when applied to our D-PTUAC dataset in sharp contrast to their performance on the other seven datasets.