MPTC: Multi-Pedestrian Tracking with Clusters

MOT17-01-DPM


Benchmark:

MOT17 | MOT20 | MOT16 |

Short name:

MPTC

Detector:

Public

Description:

Reference:

D. Stadler, J. Beyerer. Multi-Pedestrian Tracking with Clusters. In 2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2021.

Last submitted:

June 14, 2021 (11 months ago)

Published:

January 06, 2022 at 09:13:14 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

Nvidia Titan X

Runtime:

1.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1762.665.851.7627 (26.6)750 (31.8)8,824198,33864.897.653.150.657.675.553.179.982.50.54,074 (0.0)5,534 (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-DPM44.555.344.0611283,51545.599.152.936.657.776.937.681.883.30.13794
MOT17-01-FRCNN46.056.745.6610403,41147.198.755.137.859.278.838.981.583.20.131106
MOT17-01-SDP46.754.444.2610633,32348.598.050.938.555.677.439.880.582.90.154130
MOT17-03-DPM75.374.558.179151,15324,20276.998.656.260.260.076.963.180.982.80.8530445
MOT17-03-FRCNN75.673.857.680141,11823,56877.598.655.060.659.975.463.580.882.60.7823375
MOT17-03-SDP80.477.360.895131,86917,96282.897.957.964.262.576.667.779.982.21.2702528
MOT17-06-DPM53.959.046.550902075,15156.397.048.944.358.069.946.479.983.20.278203
MOT17-06-FRCNN56.361.048.257762264,82759.096.950.446.259.070.448.579.682.90.297246
MOT17-06-SDP56.660.748.362722824,72959.996.250.146.959.070.249.379.282.90.2104255
MOT17-07-DPM52.956.243.49172577,62154.997.344.442.747.475.544.679.182.30.584309
MOT17-07-FRCNN53.355.142.710142857,47155.897.142.443.345.374.045.478.982.20.6129339
MOT17-07-SDP55.557.744.714153667,03158.496.444.645.047.476.447.478.281.90.7116369
MOT17-08-DPM32.837.834.0123416913,78734.797.741.028.344.471.429.181.984.30.3231212
MOT17-08-FRCNN31.335.032.8103517514,21432.797.540.226.947.468.227.782.484.60.3127162
MOT17-08-SDP33.238.634.6123427213,66835.396.541.728.845.672.429.781.384.10.4168238
MOT17-12-DPM51.661.949.020321393,99953.997.155.843.160.378.045.181.384.30.255104
MOT17-12-FRCNN47.355.245.317391774,35049.896.151.439.958.472.841.980.784.50.24386
MOT17-12-SDP50.762.949.325312883,90355.094.357.042.860.879.445.678.383.90.381120
MOT17-14-DPM36.148.134.5137241911,26739.094.540.529.643.474.630.974.980.40.6122318
MOT17-14-FRCNN39.350.036.0226164410,33144.192.739.932.743.272.634.672.879.80.9236413
MOT17-14-SDP41.152.137.7225564710,00845.992.942.133.945.373.236.072.979.70.9226482

Raw data: