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, 2021 (1 year ago)

Published:

September 08, 2020 at 01:42:25 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

RTX2080

Runtime:

3.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1762.062.750.1647 (27.5)747 (31.7)14,941197,62965.096.150.849.655.675.752.577.781.80.81,793 (0.0)5,080 (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-DPM41.551.341.7795383,22050.185.748.336.253.271.440.068.479.61.21855
MOT17-01-FRCNN41.051.741.7796263,16151.084.047.936.552.971.040.767.179.51.42159
MOT17-01-SDP42.252.542.1886293,07952.384.348.037.253.171.341.667.079.31.42166
MOT17-03-DPM79.573.057.989101,16720,17680.798.654.162.358.576.365.379.882.00.8142582
MOT17-03-FRCNN79.973.258.19081,23519,69081.298.654.362.558.776.365.679.782.00.8145583
MOT17-03-SDP80.473.258.393101,30719,08981.898.554.362.958.776.266.179.681.90.9150605
MOT17-06-DPM56.055.044.960664114,68260.394.543.946.360.460.649.277.282.20.390217
MOT17-06-FRCNN57.855.445.263564644,39462.794.143.147.759.460.151.176.681.90.4111255
MOT17-06-SDP57.554.944.962584524,44462.394.242.847.559.659.850.776.782.00.4110245
MOT17-07-DPM46.147.136.913151,2887,72754.387.735.439.037.773.943.069.580.02.698270
MOT17-07-FRCNN46.248.537.514141,3317,66154.687.436.739.039.075.543.269.079.92.798275
MOT17-07-SDP46.147.737.214141,3767,62154.987.136.039.238.274.643.468.979.92.8103280
MOT17-08-DPM26.935.032.4113641314,94829.293.743.724.246.183.025.080.284.50.776165
MOT17-08-FRCNN26.734.332.4113638515,03128.894.143.824.046.382.824.880.884.60.672147
MOT17-08-SDP26.934.732.3113640114,96329.293.943.324.246.182.125.080.484.50.678160
MOT17-12-DPM46.558.048.019432314,37549.594.958.139.860.485.341.880.184.70.32754
MOT17-12-FRCNN46.657.948.018432144,38549.495.258.039.860.285.341.780.484.70.22653
MOT17-12-SDP46.457.948.019432504,36649.694.558.139.860.385.241.979.884.60.32759
MOT17-14-DPM32.744.731.2127964811,67836.891.336.526.839.571.528.370.178.60.9108293
MOT17-14-FRCNN32.844.831.6137783711,44138.189.436.727.439.770.329.268.678.31.1137331
MOT17-14-SDP33.144.431.2137773811,49837.890.435.827.338.970.329.069.578.41.0135326

Raw data: