LMOT_Tracker: LMOT: Efficient Light-Weight Detection and Tracking in Crowds

MOT17-01-DPM


Benchmark:

MOT16 | MOT17 | MOT20 |

Short name:

LMOT_Tracker

Detector:

Private

Description:

Reference:

Last submitted:

January 13, 2022 (4 months ago)

Published:

January 13, 2022 at 19:16:03 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

RTX2070 Mobile GPU

Runtime:

28.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1772.070.356.71,068 (45.4)408 (17.3)28,113126,70477.594.055.658.061.174.163.176.582.21.63,071 (0.0)5,844 (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-DPM51.445.439.21056572,43762.285.935.443.840.863.449.668.680.81.541129
MOT17-01-FRCNN51.445.439.21056572,43762.285.935.443.840.863.449.668.680.81.541129
MOT17-01-SDP51.445.439.21056572,43762.285.935.443.840.863.449.668.680.81.541129
MOT17-03-DPM87.482.665.812141,94311,09089.498.063.468.568.077.972.679.582.21.3123652
MOT17-03-FRCNN87.482.665.812141,94311,09089.498.063.468.568.077.972.679.582.21.3123652
MOT17-03-SDP87.482.665.812141,94311,09089.498.063.468.568.077.972.679.582.21.3123652
MOT17-06-DPM58.456.146.2111521,5913,09573.784.541.551.959.354.860.669.582.41.3221140
MOT17-06-FRCNN60.459.648.6111521,3303,13273.486.745.352.760.560.760.471.382.61.1201140
MOT17-06-SDP58.456.146.2111521,5913,09573.784.541.551.959.354.860.669.582.41.3221140
MOT17-07-DPM54.847.740.22312,4295,03570.283.034.747.638.665.256.366.681.14.9173339
MOT17-07-FRCNN54.847.740.22312,4295,03570.283.034.747.638.665.256.366.681.14.9173339
MOT17-07-SDP54.847.740.22312,4295,03570.283.034.747.638.665.256.366.681.14.9173339
MOT17-08-DPM46.042.637.018111,3729,80253.689.234.640.541.162.444.373.882.62.2235441
MOT17-08-FRCNN46.042.637.018111,3729,80253.689.234.640.541.162.444.373.882.62.2235441
MOT17-08-SDP46.042.637.018111,3729,80253.689.234.640.541.162.444.373.882.62.2235441
MOT17-12-DPM53.263.951.728288033,21163.087.256.947.261.378.053.073.484.10.946114
MOT17-12-FRCNN53.263.951.728288033,21163.087.256.947.261.378.053.073.484.10.946114
MOT17-12-SDP53.263.951.728288033,21163.087.256.947.261.378.053.073.484.10.946114
MOT17-14-DPM54.564.646.945356647,55059.294.349.145.252.776.748.176.782.10.9191133
MOT17-14-FRCNN54.564.546.945356617,55759.194.349.145.252.577.248.176.882.10.9192133
MOT17-14-SDP54.564.646.945356647,55059.294.349.145.252.776.748.176.782.10.9191133

Raw data: