LBR_v1: Learning by Running

MOT17-01-DPM


Benchmark:

Short name:

LBR_v1

Detector:

Public

Description:

Reference:

Last submitted:

June 25, 2021 (1 year ago)

Published:

February 22, 2022 at 08:53:49 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

Titan XP

Runtime:

13.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1757.457.546.2614 (26.1)791 (33.6)14,072224,43660.296.046.745.951.275.248.577.481.40.81,768 (0.0)2,586 (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-DPM44.239.835.3611553,52945.398.235.535.140.566.836.278.580.90.11822
MOT17-01-FRCNN46.344.137.57101763,27149.394.838.436.843.665.538.874.680.20.41924
MOT17-01-SDP47.142.835.68101643,22450.095.233.837.642.662.439.575.180.20.42330
MOT17-03-DPM68.664.251.062181,63831,09970.397.848.753.752.377.556.578.781.71.1140196
MOT17-03-FRCNN69.264.250.960171,74530,39371.097.748.254.151.677.557.078.581.51.2131213
MOT17-03-SDP74.368.854.778152,88023,90377.296.652.057.956.276.861.677.180.91.9153278
MOT17-06-DPM54.656.044.667807314,54161.590.842.547.055.662.750.975.382.00.673111
MOT17-06-FRCNN58.158.246.280611,0113,83967.488.743.149.856.461.455.372.881.50.891145
MOT17-06-SDP58.057.646.188641,0293,83267.588.542.849.856.861.855.472.781.70.990137
MOT17-07-DPM45.448.237.98192838,85547.696.639.736.542.576.038.177.381.30.678121
MOT17-07-FRCNN45.348.838.08184168,74448.295.139.936.642.476.838.575.981.00.880131
MOT17-07-SDP48.049.238.79155108,18851.594.538.838.941.375.341.275.580.71.092157
MOT17-08-DPM28.432.229.9103819314,87229.697.036.624.541.275.625.182.284.50.36378
MOT17-08-FRCNN27.331.329.6104024615,04728.896.137.123.841.176.024.481.584.60.46074
MOT17-08-SDP29.132.530.2123625114,65430.696.336.425.241.275.125.981.384.10.47394
MOT17-12-DPM46.855.545.118401294,45448.697.052.139.157.874.340.781.384.10.12730
MOT17-12-FRCNN45.254.544.516411274,60746.897.052.238.058.673.339.581.784.20.11822
MOT17-12-SDP46.555.845.218412344,38349.494.852.239.258.572.941.379.383.70.32429
MOT17-14-DPM33.840.931.2157641311,66936.994.335.227.938.769.229.174.379.70.6151186
MOT17-14-FRCNN35.242.632.3187188510,91740.989.534.930.138.666.732.170.278.71.2181246
MOT17-14-SDP37.544.433.7167095610,41543.789.436.131.839.768.534.169.978.81.3183262

Raw data: