SSAT: Self-supervised Associating Tracking

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

SSAT

Detector:

Public

Description:

Tracking with self-supervised associating network.

Reference:

Last submitted:

September 08, 2020 (7 months ago)

Published:

September 08, 2020 at 01:42:25 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

RTX2080

Runtime:

3.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1762.062.650.078.9650 (27.6)748 (31.8)14,970197,67065.096.150.749.554.876.652.577.681.70.81,850 (28.5)4,911 (75.6)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM41.654.443.477.2795283,22250.085.952.036.555.175.040.168.979.71.21854
MOT17-01-FRCNN41.154.043.277.1796113,16750.984.351.236.754.474.640.967.779.61.41957
MOT17-01-SDP42.354.743.576.7886213,08152.284.451.137.454.374.841.767.579.41.42264
MOT17-03-DPM79.573.858.079.189101,16020,11880.898.654.562.158.377.865.279.681.90.8137580
MOT17-03-FRCNN79.973.858.379.18981,22719,65981.298.654.762.458.578.065.579.581.90.8140579
MOT17-03-SDP80.373.858.479.092101,28819,15181.798.554.862.658.578.165.979.481.90.9141593
MOT17-06-DPM56.055.744.779.561693804,70860.094.943.646.256.064.349.177.582.30.398198
MOT17-06-FRCNN57.756.045.279.165574664,40062.794.143.147.755.663.651.076.681.90.4113237
MOT17-06-SDP57.456.045.179.264604504,45662.294.243.247.455.863.650.776.782.00.4112229
MOT17-07-DPM45.944.935.776.613151,2987,73854.287.633.438.936.670.542.969.379.92.6103264
MOT17-07-FRCNN46.245.135.976.514141,3227,66454.687.533.639.036.870.743.169.179.92.6104270
MOT17-07-SDP46.346.036.476.514141,3557,60855.087.334.439.237.871.143.468.979.92.7106273
MOT17-08-DPM26.933.131.782.9113641914,95329.293.641.624.344.479.425.180.384.50.776164
MOT17-08-FRCNN26.632.831.783.1113639315,03228.893.941.924.144.779.324.880.984.60.670146
MOT17-08-SDP26.832.931.782.9113641914,96629.293.641.624.344.579.525.080.484.50.777159
MOT17-12-DPM46.557.747.882.619432364,37149.694.857.539.860.184.241.980.184.70.32855
MOT17-12-FRCNN46.757.847.782.618432174,37849.595.257.339.860.084.241.880.484.70.22854
MOT17-12-SDP46.457.747.782.619432544,36349.794.457.439.860.184.142.079.884.60.32960
MOT17-14-DPM32.541.229.374.8127769511,67436.890.732.426.835.269.328.369.878.60.9114267
MOT17-14-FRCNN32.740.829.374.6137682111,46438.089.531.727.434.469.629.268.878.31.1158304
MOT17-14-SDP32.640.629.274.6137581011,49737.889.631.627.334.369.829.168.978.41.1157304

Raw data: