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Although leaderboards and ranking tables should not be\nover-claimed, benchmarks often provide the most objective measure of\nperformance and are therefore important guides for reseach.\n  Recently, a new benchmark for Multiple Object Tracking, MOTChallenge, was\nlaunched with the goal of collecting existing and new data and creating a\nframework for the standardized evaluation of multiple object tracking methods.\nThe first release of the benchmark focuses on multiple people tracking, since\npedestrians are by far the most studied object in the tracking community. This\npaper accompanies a new release of the MOTChallenge benchmark. Unlike the\ninitial release, all videos of MOT16 have been carefully annotated following a\nconsistent protocol. 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