hugmot: Trajectory Map Regression with public

MOT17-01-DPM


Benchmark:

MOT16 | MOT17 |

Short name:

hugmot

Detector:

Public

Description:

n/a

Reference:

Multiple Object Tracking by Tracjectory Map Regression with Temporal Priors Embedding

Last submitted:

November 12, 2020 (10 months ago)

Published:

March 02, 2021 at 10:37:34 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

2080S,4Core

Runtime:

92.5 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1764.862.849.4738 (31.3)645 (27.4)16,174180,37168.096.048.450.854.171.054.076.280.70.92,102 (30.9)7,750 (113.9)

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-DPM43.241.432.549943,54245.196.931.733.437.463.835.175.480.60.226208
MOT17-01-FRCNN51.245.837.4772352,89055.293.834.840.540.764.743.473.779.90.52568
MOT17-01-SDP56.650.339.6851852,58659.995.435.943.841.865.146.874.579.80.428125
MOT17-03-DPM76.770.554.981132,07722,08178.997.551.559.057.071.762.577.380.71.41971,585
MOT17-03-FRCNN77.771.255.486131,76021,42079.597.952.059.557.771.963.077.680.81.2181631
MOT17-03-SDP80.471.956.798132,25218,10282.797.552.761.658.671.465.477.180.61.5187585
MOT17-06-DPM57.563.651.366676644,27063.891.953.849.261.673.153.376.883.30.680314
MOT17-06-FRCNN60.665.352.682587433,81967.691.553.951.662.372.256.376.283.00.686203
MOT17-06-SDP60.365.352.786628093,78567.990.854.151.663.071.756.675.782.90.782190
MOT17-07-DPM53.648.538.412108336,90259.192.335.042.638.667.046.071.879.21.799459
MOT17-07-FRCNN55.049.539.31489516,54861.291.635.643.739.367.247.571.179.01.9105323
MOT17-07-SDP55.649.439.41999716,42662.091.535.544.239.566.648.271.179.11.9102355
MOT17-08-DPM37.638.632.7182839312,69039.995.534.930.941.367.732.377.281.70.6105226
MOT17-08-FRCNN37.138.432.6162838912,80139.495.535.030.641.467.831.977.381.80.696167
MOT17-08-SDP38.038.932.9182746112,54140.694.934.931.441.267.532.876.681.60.797190
MOT17-12-DPM52.859.747.122411633,87955.296.751.643.356.177.045.379.482.50.25295
MOT17-12-FRCNN52.059.346.720401913,91754.896.151.242.855.776.544.978.882.40.25380
MOT17-12-SDP53.460.047.624422153,77156.595.851.944.056.876.046.378.582.30.25359
MOT17-14-DPM38.547.933.6126165810,57942.892.336.031.639.469.333.572.379.30.9138757
MOT17-14-FRCNN44.052.537.621521,0759,12650.689.739.036.543.467.639.469.978.71.4155473
MOT17-14-SDP46.454.239.024521,0558,69653.090.340.238.144.567.841.270.278.61.4155657

Raw data: