TrackletNet: Graph based Tracklet Association method

MOT17-01-DPM


Benchmark:

MOT17 | MOT16 |

Short name:

TrackletNet

Detector:

Public

Description:

...

Reference:

Last submitted:

November 28, 2021 (9 months ago)

Published:

November 09, 2021 at 09:31:41 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

3.19GHz, 12Core

Runtime:

29.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1756.153.743.2499 (21.2)834 (35.4)9,162235,79458.297.342.244.652.261.146.778.181.50.52,929 (0.0)3,804 (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-DPM41.646.136.9512323,71742.498.842.032.448.864.833.377.880.60.11839
MOT17-01-FRCNN43.147.837.06101243,51945.495.940.134.248.561.735.775.480.10.32751
MOT17-01-SDP43.348.537.26101243,50145.796.040.434.448.462.435.975.380.10.33054
MOT17-03-DPM67.960.448.260181,58031,86069.697.943.953.254.259.055.978.781.71.1151249
MOT17-03-FRCNN68.861.448.957171,61730,89070.597.945.053.555.359.956.378.281.41.1143248
MOT17-03-SDP73.157.947.770162,55225,27275.996.940.356.953.254.160.577.280.91.7342434
MOT17-06-DPM53.847.739.548851495,17556.197.835.644.152.056.245.980.082.50.1116156
MOT17-06-FRCNN57.346.839.355612494,60260.996.633.047.152.252.049.578.582.00.2177222
MOT17-06-SDP57.347.839.862653034,52761.696.033.647.452.552.750.178.082.00.3198225
MOT17-07-DPM41.649.637.55211349,59343.298.242.433.544.877.134.678.681.40.3140215
MOT17-07-FRCNN41.348.337.16232559,49243.896.741.033.843.575.435.277.681.30.5166232
MOT17-07-SDP43.249.337.78182789,07746.396.640.735.343.475.836.977.080.90.6238285
MOT17-08-DPM26.734.631.68397915,33027.498.743.922.849.973.123.283.685.00.183110
MOT17-08-FRCNN26.235.131.784010615,40527.198.244.822.550.474.722.983.184.90.269100
MOT17-08-SDP27.333.831.4103815315,09628.597.542.023.551.170.424.082.284.40.2106129
MOT17-12-DPM46.156.345.41742314,59547.099.254.038.357.182.139.483.384.60.04651
MOT17-12-FRCNN44.956.745.31545324,71345.699.255.437.258.582.438.383.284.50.02736
MOT17-12-SDP45.556.245.617441254,53447.797.154.238.457.481.740.081.384.20.16151
MOT17-14-DPM32.238.828.5118120112,14834.396.931.625.936.362.626.775.679.80.3191233
MOT17-14-FRCNN33.239.229.3137650511,58237.393.231.427.735.762.529.072.479.00.7266314
MOT17-14-SDP34.940.630.1127353311,16639.693.231.429.136.362.630.672.078.90.7334370

Raw data: