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 (1 year 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1754.252.676.7536 (22.8)882 (37.5)13,739242,73057.095.90.81,824 (32.0)2,472 (43.4)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM41.442.071.369903,66743.196.90.22231
MOT17-01-FRCNN41.747.076.9786333,10551.984.11.42031
MOT17-01-SDP44.646.175.15103463,20950.290.40.81935
MOT17-03-DPM59.449.775.2362495841,27260.698.50.6273326
MOT17-03-FRCNN62.558.877.7422395338,10663.698.60.6193260
MOT17-03-SDP76.663.777.377141,54922,67178.398.11.0297404
MOT17-06-DPM50.956.073.5521045215,19655.992.70.467101
MOT17-06-FRCNN54.058.878.166788534,50561.889.50.76195
MOT17-06-SDP55.860.276.092701,3023,81367.686.01.196121
MOT17-07-DPM44.143.774.66272849,07246.396.50.68190
MOT17-07-FRCNN41.342.776.17204349,40344.394.50.983131
MOT17-07-SDP50.847.376.818151,0087,20857.390.62.099110
MOT17-08-DPM28.833.280.2103919914,77330.197.00.35961
MOT17-08-FRCNN26.131.579.9103925415,30327.695.80.45461
MOT17-08-SDP32.836.878.3143479313,29537.190.81.3111141
MOT17-12-DPM44.351.577.617442354,56547.394.60.32831
MOT17-12-FRCNN43.055.679.015461754,75545.195.70.21418
MOT17-12-SDP45.358.779.318442584,46148.594.20.31833
MOT17-14-DPM29.939.674.9129028712,62731.795.30.44160
MOT17-14-FRCNN28.540.572.911861,05712,06734.785.91.484161
MOT17-14-SDP38.849.674.315581,5509,65747.885.12.1104171

Raw data: