GATracker: Graph Attention based object tracker

MOT17-01-DPM


Benchmark:

MOT17 | MOT20 |

Short name:

GATracker

Detector:

Public

Description:

Graph Attention based object tracker

Reference:

Last submitted:

October 26, 2021 (9 months ago)

Published:

November 18, 2021 at 07:26:01 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

RTX2060

Runtime:

11.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1772.671.256.1972 (41.3)450 (19.1)25,001123,87278.094.655.257.660.976.162.475.681.11.45,851 (0.0)6,114 (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-DPM49.361.447.1987202,45761.984.753.241.858.374.548.065.779.81.69451
MOT17-01-FRCNN48.458.145.51088092,41662.583.350.041.754.475.648.564.679.81.810257
MOT17-01-SDP49.458.346.51188472,32264.083.051.142.556.174.849.664.479.61.99561
MOT17-03-DPM87.783.164.812751,91710,65289.898.062.667.567.578.471.478.081.01.3257402
MOT17-03-FRCNN88.180.262.412851,89610,37490.198.058.267.466.471.971.577.880.91.3159387
MOT17-03-SDP88.580.363.012842,0049,83990.697.959.067.766.573.171.977.780.91.3148387
MOT17-06-DPM58.263.148.478506283,95866.492.648.848.457.473.152.573.280.20.5340297
MOT17-06-FRCNN59.163.748.780457333,74368.291.648.849.157.472.353.872.380.00.6349322
MOT17-06-SDP58.963.748.780477223,78367.991.749.049.057.772.653.672.480.10.6342312
MOT17-07-DPM58.459.746.92242,1064,57172.985.445.049.947.878.657.667.579.74.2357399
MOT17-07-FRCNN58.159.646.82442,0544,68772.385.645.049.647.978.657.167.779.74.1338398
MOT17-07-SDP58.660.247.32442,1684,47273.585.145.450.248.378.558.167.379.74.3348404
MOT17-08-DPM48.947.540.722158259,51055.093.439.442.942.177.945.877.883.31.3466274
MOT17-08-FRCNN47.545.840.221168049,81753.593.439.342.041.977.544.878.183.51.3463277
MOT17-08-SDP49.146.740.422158749,38055.693.138.643.341.478.346.377.583.21.4489284
MOT17-12-DPM50.165.253.727301,1273,12364.083.161.247.363.884.654.971.385.51.37277
MOT17-12-FRCNN54.067.054.827327243,19363.288.362.048.664.385.254.275.885.60.87072
MOT17-12-SDP52.266.154.227299733,10364.285.161.248.263.884.655.173.085.51.17181
MOT17-14-DPM51.556.442.633398627,70958.392.642.143.344.677.946.674.080.81.1398504
MOT17-14-FRCNN51.055.342.035411,1307,48759.590.740.743.743.576.947.672.580.71.5448522
MOT17-14-SDP52.455.842.637411,0787,27660.691.241.044.543.677.548.472.980.71.4445546

Raw data:


GATracker