PCT: Improved chained multi-target pedestrian tracking

MOT17-01-DPM


Benchmark:

MOT17 | MOT16 | MOT20 |

Short name:

PCT

Detector:

Public

Description:

Reference:

Last submitted:

April 20, 2022 (5 months ago)

Published:

January 27, 2022 at 11:18:38 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

3090

Runtime:

7.1 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1765.956.447.5753 (32.0)588 (25.0)27,318159,27671.893.743.152.946.076.957.274.780.61.55,676 (0.0)8,868 (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-DPM50.045.339.3572672,89855.193.038.340.840.180.843.673.780.40.661118
MOT17-01-FRCNN50.045.339.3572672,89855.193.038.340.840.180.843.673.780.40.661118
MOT17-01-SDP50.045.339.3572672,89855.193.038.340.840.180.843.673.780.40.661118
MOT17-03-DPM84.965.755.611824,95910,35990.195.047.266.150.776.371.975.980.93.3527993
MOT17-03-FRCNN84.965.755.611824,95910,35990.195.047.266.150.776.371.975.980.93.3527993
MOT17-03-SDP84.965.755.611824,95910,35990.195.047.266.150.776.371.975.980.93.3527993
MOT17-06-DPM55.655.943.765595784,42462.592.741.945.844.677.349.273.079.50.5229354
MOT17-06-FRCNN55.655.943.765595784,42462.592.741.945.844.677.349.273.079.50.5229354
MOT17-06-SDP55.655.943.765595784,42462.592.741.945.844.677.349.273.079.50.5229354
MOT17-07-DPM50.439.333.513108417,26557.092.027.242.128.578.245.473.280.51.7270438
MOT17-07-FRCNN50.439.333.513108417,26557.092.027.242.128.578.245.473.280.51.7270438
MOT17-07-SDP50.439.333.513108417,26557.092.027.242.128.578.245.473.280.51.7270438
MOT17-08-DPM28.228.426.3113379014,17432.989.827.925.429.477.626.672.779.81.3200303
MOT17-08-FRCNN28.228.426.3113379014,17432.989.827.925.429.477.626.672.779.81.3200303
MOT17-08-SDP28.228.426.3113379014,17432.989.827.925.429.477.626.672.779.81.3200303
MOT17-12-DPM42.149.138.820318314,07753.084.741.137.043.577.141.466.278.80.9110180
MOT17-12-FRCNN42.149.138.820318314,07753.084.741.137.043.577.141.466.278.80.9110180
MOT17-12-SDP42.149.138.820318314,07753.084.741.137.043.577.141.466.278.80.9110180
MOT17-14-DPM39.242.032.319548409,89546.591.130.834.332.278.736.772.080.51.1495570
MOT17-14-FRCNN39.242.032.319548409,89546.591.130.834.332.278.736.772.080.51.1495570
MOT17-14-SDP39.242.032.319548409,89546.591.130.834.332.278.736.772.080.51.1495570

Raw data: