SLA_Tracker: Spatial-Attention Location-Aware Multi-Object Tracking

MOT17-01-DPM


Benchmark:

MOT15 | MOT17 | MOT16 |

Short name:

SLA_Tracker

Detector:

Private

Description:

Spatial-Location-Aware Multi-Object Tracking

Reference:

Spatial-Attention Location-Aware Multi-Object Tracking, In , 2020.

Last submitted:

January 26, 2021 (1 month ago)

Published:

January 26, 2021 at 04:23:44 CET

Submissions:

1

Open source:

Yes

Hardware:

2080Ti

Runtime:

16.7 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1771.869.077.8894 (38.0)483 (20.5)19,077137,70075.695.71.12,493 (33.0)8,199 (108.5)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM55.356.478.485912,77357.097.60.221109
MOT17-01-FRCNN55.356.478.485912,77357.097.60.221109
MOT17-01-SDP55.356.478.485912,77357.097.60.221109
MOT17-03-DPM87.177.377.811902,78810,52389.997.11.9167940
MOT17-03-FRCNN87.177.377.811902,78810,52389.997.11.9167940
MOT17-03-SDP87.177.377.811902,78810,52389.997.11.9167940
MOT17-06-DPM58.755.077.970635884,11865.192.90.5156288
MOT17-06-FRCNN58.755.077.970635884,11865.192.90.5156288
MOT17-06-SDP58.755.077.970635884,11865.192.90.5156288
MOT17-07-DPM63.161.876.22151,0845,05570.191.62.298337
MOT17-07-FRCNN63.161.876.22151,0845,05570.191.62.298337
MOT17-07-SDP63.161.876.22151,0845,05570.191.62.298337
MOT17-08-DPM40.144.380.1142456211,89643.794.30.9196427
MOT17-08-FRCNN40.144.380.1142456211,89643.794.30.9196427
MOT17-08-SDP40.144.380.1142456211,89643.794.30.9196427
MOT17-12-DPM58.967.980.234214963,03165.091.90.633160
MOT17-12-FRCNN58.967.980.234214963,03165.091.90.633160
MOT17-12-SDP58.967.980.234214963,03165.091.90.633160
MOT17-14-DPM49.159.776.232437508,50454.093.01.0160472
MOT17-14-FRCNN49.159.776.232437508,50454.093.01.0160472
MOT17-14-SDP49.159.776.232437508,50454.093.01.0160472

Raw data:


SLA_Tracker