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 (1 month 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1762.062.678.9650 (27.6)748 (31.8)14,970197,67065.096.10.81,850 (28.5)4,911 (75.6)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM41.654.477.2795283,22250.085.91.21854
MOT17-01-FRCNN41.154.077.1796113,16750.984.31.41957
MOT17-01-SDP42.354.776.7886213,08152.284.41.42264
MOT17-03-DPM79.573.879.189101,16020,11880.898.60.8137580
MOT17-03-FRCNN79.973.879.18981,22719,65981.298.60.8140579
MOT17-03-SDP80.373.879.092101,28819,15181.798.50.9141593
MOT17-06-DPM56.055.779.561693804,70860.094.90.398198
MOT17-06-FRCNN57.756.079.165574664,40062.794.10.4113237
MOT17-06-SDP57.456.079.264604504,45662.294.20.4112229
MOT17-07-DPM45.944.976.613151,2987,73854.287.62.6103264
MOT17-07-FRCNN46.245.176.514141,3227,66454.687.52.6104270
MOT17-07-SDP46.346.076.514141,3557,60855.087.32.7106273
MOT17-08-DPM26.933.182.9113641914,95329.293.60.776164
MOT17-08-FRCNN26.632.883.1113639315,03228.893.90.670146
MOT17-08-SDP26.832.982.9113641914,96629.293.60.777159
MOT17-12-DPM46.557.782.619432364,37149.694.80.32855
MOT17-12-FRCNN46.757.882.618432174,37849.595.20.22854
MOT17-12-SDP46.457.782.619432544,36349.794.40.32960
MOT17-14-DPM32.541.274.8127769511,67436.890.70.9114267
MOT17-14-FRCNN32.740.874.6137682111,46438.089.51.1158304
MOT17-14-SDP32.640.674.6137581011,49737.889.61.1157304

Raw data: