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Ablation study on the MOT17 validation set

Open FTanghu opened this issue 3 years ago • 2 comments

Hello, in the ablation experiment part of the paper, MOTA can reach 77.66 of your reproduced ByteTrack (Baseline), while the official ByteTrack Only 76.6 is in the same validation set. When I use tracking threshold of 0.6, new track threshold of 0.7 and, first association matching threshold of 0.8 pointed out in your paper , the official byteTrack can only reach 76.2. Can you tell me how to get ByteTrack (Baseline) results in the ablation experiment part of your paper.

FTanghu avatar Oct 18 '22 02:10 FTanghu

Hello, The difference is that ByteTrack calculated the MOTA within their code while I used TrackEval for evaluation - refer to TrackEval/issues#75.

NirAharon avatar Oct 18 '22 15:10 NirAharon

Hello, in the ablation experiment part of the paper, MOTA can reach 77.66 of your reproduced ByteTrack (Baseline), while the official ByteTrack Only 76.6 is in the same validation set. When I use tracking threshold of 0.6, new track threshold of 0.7 and, first association matching threshold of 0.8 pointed out in your paper , the official byteTrack can only reach 76.2. Can you tell me how to get ByteTrack (Baseline) results in the ablation experiment part of your paper.

Hello, in the ablation experiment part of the paper, MOTA can reach 77.66 of your reproduced ByteTrack (Baseline), while the official ByteTrack Only 76.6 is in the same validation set. When I use tracking threshold of 0.6, new track threshold of 0.7 and, first association matching threshold of 0.8 pointed out in your paper , the official byteTrack can only reach 76.2. Can you tell me how to get ByteTrack (Baseline) results in the ablation experiment part of your paper. hoew you get the result like 77.66?

gyh420 avatar May 20 '23 17:05 gyh420