NOTA: Aggregate Tracklet Appearance Features for Multi-Object Tracking

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

NOTA

Detector:

Public

Description:

n/a

Reference:

L. Chen, H. Ai, R. Chen, Z. Zhuang. Aggregate Tracklet Appearance Features for Multi-Object Tracking. In IEEE Signal Processing Letters, 2019.

Last submitted:

March 25, 2019 (1 year ago)

Published:

April 21, 2019 at 11:23:03 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX 1080, 2.3 GHz, 1 Core

Runtime:

17.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1751.354.576.7403 (17.1)833 (35.4)20,148252,53155.293.91.12,285 (41.4)5,798 (105.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM39.348.971.6382363,65743.392.20.52586
MOT17-01-FRCNN37.751.576.7698083,19350.580.11.81558
MOT17-01-SDP44.051.174.6778642,72157.881.21.92998
MOT17-03-DPM56.256.975.138234,06141,52960.394.02.7285831
MOT17-03-FRCNN58.857.377.341233,07239,86361.995.52.0198500
MOT17-03-SDP73.167.078.6641668127,17674.099.10.5300723
MOT17-06-DPM47.050.073.331933375,82950.594.60.379263
MOT17-06-FRCNN51.055.377.243764735,21855.793.30.489283
MOT17-06-SDP53.652.576.250724994,85758.893.30.4110302
MOT17-07-DPM43.548.973.67225888,83847.793.21.2118283
MOT17-07-FRCNN39.544.975.05197669,33944.790.81.5117292
MOT17-07-SDP48.552.276.114137897,79953.892.01.6109270
MOT17-08-DPM28.335.079.693554814,51731.392.30.990163
MOT17-08-FRCNN26.535.379.373650614,95429.292.40.862113
MOT17-08-SDP30.537.680.0103641714,14933.094.40.7115183
MOT17-12-DPM40.451.876.411404434,68545.990.00.535101
MOT17-12-FRCNN37.250.477.611423665,05541.790.80.42275
MOT17-12-SDP40.052.978.713414264,73745.390.20.53594
MOT17-14-DPM28.141.274.198790612,30133.487.21.286244
MOT17-14-FRCNN26.340.972.110741,58811,85635.980.72.1184408
MOT17-14-SDP33.948.572.914611,77410,25844.582.32.4182428

Raw data: