RTv1: Relation-aware Multi-object Tracking with Decoupled Representation


Video not available.

Benchmark:

MOT20 | MOT17 | MOT16 |

Short name:

RTv1

Detector:

Private

Description:

Reference:

E. Yu, Z. Li, S. Han, H. Wang. RelationTrack: Relation-aware Multiple Object Tracking with Decoupled Representation. In arXiv preprint arXiv:2105.04322, 2021.

Last submitted:

May 06, 2021 (1 month ago)

Published:

May 06, 2021 at 16:41:33 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX2080Ti(x2)

Runtime:

7.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1773.874.761.0981 (41.7)546 (23.2)27,999118,62379.094.161.560.667.378.365.778.383.41.61,374 (0.0)2,166 (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-DPM64.865.954.61262382,02068.794.955.953.660.880.957.279.083.50.51523
MOT17-01-FRCNN64.865.954.61262382,02068.794.955.953.660.880.957.279.083.50.51523
MOT17-01-SDP64.865.954.61262382,02068.794.955.953.660.880.957.279.083.50.51523
MOT17-03-DPM89.984.470.313304,2626,26194.095.866.874.072.680.279.781.384.72.8101142
MOT17-03-FRCNN89.984.470.313304,2626,26194.095.866.874.072.680.279.781.384.72.8101142
MOT17-03-SDP89.984.470.313304,2626,26194.095.866.874.072.680.279.781.384.72.8101142
MOT17-06-DPM60.967.051.086619433,60969.489.752.050.363.568.955.872.180.80.859107
MOT17-06-FRCNN60.967.051.086619433,60969.489.752.050.363.568.955.872.180.80.859107
MOT17-06-SDP60.967.051.086619433,60969.489.752.050.363.568.955.872.180.80.859107
MOT17-07-DPM66.365.751.82551,2014,40273.991.249.354.754.572.960.274.281.32.483137
MOT17-07-FRCNN66.365.751.82551,2014,40273.991.249.354.754.572.960.274.281.32.483137
MOT17-07-SDP66.365.751.82551,2014,40273.991.249.354.754.572.960.274.281.32.483137
MOT17-08-DPM39.944.737.0163040212,20742.295.742.532.546.572.733.876.681.00.68299
MOT17-08-FRCNN39.944.737.0163040212,20742.295.742.532.546.572.733.876.681.00.68299
MOT17-08-SDP39.944.737.0163040212,20742.295.742.532.546.572.733.876.681.00.68299
MOT17-12-DPM55.967.553.126306693,14163.889.259.647.664.180.152.673.682.70.71639
MOT17-12-FRCNN55.967.553.126306693,14163.889.259.647.664.180.152.673.682.70.71639
MOT17-12-SDP55.967.553.126306693,14163.889.259.647.664.180.152.673.682.70.71639
MOT17-14-DPM47.960.243.129501,6187,90157.386.748.039.252.172.743.666.077.62.2102175
MOT17-14-FRCNN47.960.243.129501,6187,90157.386.748.039.252.172.743.666.077.62.2102175
MOT17-14-SDP47.960.243.129501,6187,90157.386.748.039.252.172.743.666.077.62.2102175

Raw data: