LPC_MOT: Learning a Proposal Classifier for Multiple Object Tracking

MOT17-01-DPM


Benchmark:

MOT20 | MOT17 |

Short name:

LPC_MOT

Detector:

Public

Description:

This approach is devised by Tsinghua University and AIBEE Inc.

Reference:

Tsinghua University & AIBEE Research.

Last submitted:

September 07, 2020 (1 month ago)

Published:

September 25, 2020 at 09:23:34 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

GeForce GTX 1080 Ti

Runtime:

4.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1759.066.878.0703 (29.9)798 (33.9)23,102206,94863.393.91.31,122 (17.7)1,943 (30.7)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM47.355.277.58111043,28549.196.80.21215
MOT17-01-FRCNN46.754.376.310104282,99553.689.01.01823
MOT17-01-SDP49.955.076.6991863,02553.194.80.42028
MOT17-03-DPM69.975.278.372183,68027,77173.595.42.566121
MOT17-03-FRCNN71.176.977.872173,49726,65074.595.72.368151
MOT17-03-SDP75.178.677.191145,60420,31680.693.83.795239
MOT17-06-DPM55.758.778.975868924,29063.689.40.74485
MOT17-06-FRCNN58.462.278.486621,1763,66668.987.31.055113
MOT17-06-SDP57.961.878.492631,2453,65669.086.71.062103
MOT17-07-DPM45.151.278.08184598,75248.294.70.968123
MOT17-07-FRCNN44.849.778.08195178,73348.394.01.076116
MOT17-07-SDP47.852.177.69156538,09752.193.11.369129
MOT17-08-DPM33.845.481.4183751613,43236.493.70.82945
MOT17-08-FRCNN32.743.881.2183674713,43436.491.11.23658
MOT17-08-SDP34.246.680.8203784113,03238.390.61.33658
MOT17-12-DPM47.158.782.020431174,45048.797.30.12223
MOT17-12-FRCNN46.157.982.01843814,57247.298.10.11618
MOT17-12-SDP47.459.981.520421984,34149.995.60.21824
MOT17-14-DPM35.145.776.5137842711,47337.994.30.699127
MOT17-14-FRCNN36.547.275.7167181610,81441.590.41.1107175
MOT17-14-SDP39.549.175.7206991810,16445.090.11.2106169

Raw data: