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The DarkTrack2021 benchmark comprises 110 challenging sequences with 100K frames in total. All sequences are captured at nighttime in urban scenes with a frame-rate of 30 frames/s (FPS). Some first frames of selected sequences in DarkTrack2021 are displayed below.