BYTE_Pub: ByteTrack using public detections

MOT17-01-DPM


Benchmark:

MOT17 | MOT20 |

Short name:

BYTE_Pub

Detector:

Public

Description:

Reference:

Y. Zhang, P. Sun, Y. Jiang, D. Yu, F. Weng, Z. Yuan, P. Luo, W. Liu, X. Wang. ByteTrack: Multi-Object Tracking by Associating Every Detection Box. In Proceedings of the European Conference on Computer Vision (ECCV), 2022.

Last submitted:

November 23, 2021 (10 months ago)

Published:

July 27, 2022 at 18:32:32 CET

Submissions:

1

Open source:

No

Hardware:

v100

Runtime:

27.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1767.470.056.1730 (31.0)735 (31.2)9,939172,63669.497.557.554.964.873.957.781.183.80.61,331 (0.0)2,387 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM46.657.745.6611513,38647.598.453.738.860.575.540.082.884.40.1532
MOT17-01-FRCNN48.155.944.9710623,28449.198.150.240.356.873.841.583.084.50.1440
MOT17-01-SDP60.661.750.51162622,26564.994.150.950.256.176.653.978.183.40.61756
MOT17-03-DPM81.082.164.9105141,71218,09482.798.164.865.171.377.968.681.383.61.149157
MOT17-03-FRCNN77.078.361.688141,43122,63178.498.361.362.168.676.065.281.883.81.043139
MOT17-03-SDP86.785.968.1121102,40411,47089.097.567.169.573.677.873.880.783.31.656189
MOT17-06-DPM53.554.444.357893934,96757.894.543.545.358.860.648.278.883.80.3123145
MOT17-06-FRCNN56.854.144.159694004,54961.494.840.847.957.757.251.078.883.70.3137154
MOT17-06-SDP59.457.046.973674864,14464.894.044.350.058.260.953.777.983.50.4158158
MOT17-07-DPM56.950.341.312152466,97058.797.636.546.941.265.349.181.684.30.570113
MOT17-07-FRCNN51.751.039.76152197,88553.397.636.942.740.868.444.681.784.50.45183
MOT17-07-SDP61.954.844.718102646,09363.997.639.750.544.268.353.181.184.00.576123
MOT17-08-DPM49.144.338.8212238010,24051.596.637.041.347.757.443.381.284.50.6135219
MOT17-08-FRCNN39.740.636.5143220612,45841.097.739.933.752.659.634.882.985.20.377143
MOT17-08-SDP51.144.237.919154189,76853.896.434.342.745.655.644.980.684.20.7149241
MOT17-12-DPM59.966.354.528313053,14963.794.858.151.266.973.454.781.485.90.32151
MOT17-12-FRCNN52.660.351.42445864,01453.798.259.044.968.172.446.585.186.70.1715
MOT17-12-SDP58.264.653.831352983,30561.994.758.249.967.273.253.281.586.20.31640
MOT17-14-DPM37.149.335.711757511,51937.798.942.929.945.478.630.880.883.10.13489
MOT17-14-FRCNN33.243.933.110885212,24033.899.241.226.943.976.327.580.883.10.15587
MOT17-14-SDP43.555.039.496218910,20544.897.844.435.146.977.436.479.582.70.348113

Raw data: