TPM_17: TPM: Multiple Object Tracking with Tracklet-Plane Matching

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

TPM_17

Detector:

Public

Description:

n/a

Reference:

J. Peng, T. Wang, et.al. TPM: Multiple Object Tracking with Tracklet-Plane Matching. In Pattern Recognition, 2020.

Last submitted:

November 14, 2018 (2 years ago)

Published:

July 17, 2020 at 13:11:16 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

3.30 GHZ, 1 Core

Runtime:

0.8 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
MOT1754.252.641.576.7536 (22.8)882 (37.5)13,739242,73057.095.940.942.544.871.744.875.580.00.81,824 (32.0)2,472 (43.4)

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-DPM41.442.032.771.369903,66743.196.935.130.737.670.231.871.376.10.22231
MOT17-01-FRCNN41.747.039.976.9786333,10551.984.143.336.948.875.641.467.180.21.42031
MOT17-01-SDP44.646.138.675.15103463,20950.290.441.336.445.772.239.170.378.40.81935
MOT17-03-DPM59.449.738.075.2362495841,27260.698.532.544.735.367.746.675.879.10.6273326
MOT17-03-FRCNN62.558.846.177.7422395338,10663.698.644.548.247.874.450.478.180.90.6193260
MOT17-03-SDP76.663.750.977.377141,54922,67178.398.144.758.548.969.861.877.480.41.0297404
MOT17-06-DPM50.956.042.373.5521045215,19655.992.745.240.155.466.642.770.977.70.467101
MOT17-06-FRCNN54.058.846.778.166788534,50561.889.547.646.058.165.550.372.880.70.76195
MOT17-06-SDP55.860.247.276.092701,3023,81367.686.047.547.358.764.353.668.179.11.196121
MOT17-07-DPM44.143.733.374.66272849,07246.396.532.934.134.277.235.573.978.40.68190
MOT17-07-FRCNN41.342.734.076.17204349,40344.394.535.433.437.476.235.074.679.60.983131
MOT17-07-SDP50.847.337.976.818151,0087,20857.390.634.742.038.369.345.571.979.92.099110
MOT17-08-DPM28.833.229.080.2103919914,77330.197.034.924.136.979.224.779.782.70.35961
MOT17-08-FRCNN26.131.528.779.9103925415,30327.695.837.322.239.680.222.879.382.40.45461
MOT17-08-SDP32.836.831.378.3143479313,29537.190.834.628.638.771.430.274.080.91.3111141
MOT17-12-DPM44.351.540.477.617442354,56547.394.645.536.048.674.637.775.480.60.32831
MOT17-12-FRCNN43.055.642.879.015461754,75545.195.752.235.255.778.936.877.982.00.21418
MOT17-12-SDP45.358.746.779.318442584,46148.594.257.338.261.379.440.077.781.80.31833
MOT17-14-DPM29.939.628.974.9129028712,62731.795.335.423.737.077.524.473.578.60.44160
MOT17-14-FRCNN28.540.529.772.911861,05712,06734.785.935.225.438.170.127.066.876.61.484161
MOT17-14-SDP38.849.636.474.315581,5509,65747.885.139.933.543.172.137.065.978.12.1104171

Raw data: