TraDeS: Track to Detect and Segment

MOT17-01-DPM


Benchmark:

MOT16 | MOT17 |

Short name:

TraDeS

Detector:

Private

Description:

@inproceedings{Wu2021TraDeS,
title={Track to Detect and Segment: An Online Multi-Object Tracker},
author={Wu, Jialian and Cao, Jiale and Song, Liangchen and Wang, Yu and Yang, Ming and Yuan, Junsong},
booktitle={CVPR},
year={2021}
}

Reference:

J. Wu, J. Cao, L. Song, Y. Wang, M. Yang, J. Yuan. Track to Detect and Segment: An Online Multi-Object Tracker. In CVPR, 2021.

Last submitted:

March 06, 2021 (1 month ago)

Published:

March 06, 2021 at 22:09:28 CET

Submissions:

1

Open source:

No

Hardware:

2080ti

Runtime:

66.9 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1769.163.952.778.9858 (36.4)507 (21.5)20,892150,06073.495.250.855.254.876.959.276.881.81.23,555 (0.0)4,833 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM47.647.840.076.21157672,55360.483.639.341.042.074.647.265.379.61.75873
MOT17-01-FRCNN47.647.840.076.21157672,55360.483.639.341.042.074.647.265.379.61.75873
MOT17-01-SDP47.647.840.076.21157672,55360.483.639.341.042.074.647.265.379.61.75873
MOT17-03-DPM86.774.561.078.911341,61912,07688.598.355.467.559.178.871.379.281.71.1225396
MOT17-03-FRCNN86.774.561.078.911341,61912,07688.598.355.467.559.178.871.379.281.71.1225396
MOT17-03-SDP86.774.561.078.911341,61912,07688.598.355.467.559.178.871.379.281.71.1225396
MOT17-06-DPM59.957.346.779.373505533,95666.493.444.049.949.771.854.075.982.20.5211234
MOT17-06-FRCNN59.957.346.779.373505533,95666.493.444.049.949.771.854.075.982.20.5211234
MOT17-06-SDP59.957.346.779.373505533,95666.493.444.049.949.771.854.075.982.20.5211234
MOT17-07-DPM53.247.239.377.01851,5436,19563.387.435.744.539.267.650.169.180.33.1170232
MOT17-07-FRCNN53.247.239.377.01851,5436,19563.387.435.744.539.267.650.169.180.33.1170232
MOT17-07-SDP53.247.239.377.01851,5436,19563.387.435.744.539.267.650.169.180.33.1170232
MOT17-08-DPM35.836.534.082.6142932413,05638.296.137.731.241.374.132.381.484.80.5188229
MOT17-08-FRCNN35.836.534.082.6142932413,05638.296.137.731.241.374.132.381.484.80.5188229
MOT17-08-SDP35.836.534.082.6142932413,05638.296.137.731.241.374.132.381.484.80.5188229
MOT17-12-DPM52.461.151.283.426304973,57058.891.157.146.161.479.950.177.785.40.65578
MOT17-12-FRCNN52.461.151.283.426304973,57058.891.157.146.161.479.950.177.785.40.65578
MOT17-12-SDP52.461.151.283.426304973,57058.891.157.146.161.479.950.177.785.40.65578
MOT17-14-DPM42.948.737.076.931461,6618,61453.485.636.837.741.466.642.267.780.02.2278369
MOT17-14-FRCNN42.948.737.076.931461,6618,61453.485.636.837.741.466.642.267.780.02.2278369
MOT17-14-SDP42.948.737.076.931461,6618,61453.485.636.837.741.466.642.267.780.02.2278369

Raw data: