DASOT17:

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

DASOT17

Detector:

Public

Description:

n/a

Reference:

Q. Chu, W. Ouyang, B. Liu, F. Zhu, N. Yu. DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking. In Proceedings of the AAAI Conference on Artificial Intelligence, 2020.

Last submitted:

November 21, 2019 (7 months ago)

Published:

May 13, 2020 at 10:23:17 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

2.6GHZ 1 Core; TITAN Xp

Runtime:

9.1 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1749.551.876.9481 (20.4)814 (34.6)33,640247,37056.290.41.94,142 (73.8)6,852 (122.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM38.238.771.54102223,70142.692.50.56592
MOT17-01-FRCNN26.734.276.5881,5163,17550.868.43.43753
MOT17-01-SDP29.138.974.31032,1112,36563.365.94.795149
MOT17-03-DPM52.654.276.040266,33342,93359.090.74.2308740
MOT17-03-FRCNN59.855.778.243252,55939,24462.596.21.7246530
MOT17-03-SDP73.365.478.373152,73324,60476.596.71.85821,329
MOT17-06-DPM47.554.273.138993775,58852.694.30.3226264
MOT17-06-FRCNN55.358.877.551614884,60960.993.60.4169205
MOT17-06-SDP55.059.175.769668104,19064.490.40.7305296
MOT17-07-DPM41.443.773.95226339,14345.992.41.3131255
MOT17-07-FRCNN34.342.574.68141,9309,00246.780.33.9165294
MOT17-07-SDP46.445.875.816111,5797,20257.486.03.2269398
MOT17-08-DPM25.328.879.474042515,22927.993.30.7134165
MOT17-08-FRCNN23.229.880.293792415,22727.986.51.576108
MOT17-08-SDP29.833.178.411311,09113,43136.487.61.7313356
MOT17-12-DPM43.654.577.116412754,56047.493.70.35478
MOT17-12-FRCNN37.152.778.315428584,54747.582.81.04569
MOT17-12-SDP36.554.978.322341,4223,96554.376.81.6119161
MOT17-14-DPM24.134.974.2810247713,44827.291.30.696203
MOT17-14-FRCNN17.035.671.712743,41811,64437.066.74.6288485
MOT17-14-SDP27.343.371.716533,4599,56348.372.14.6419622

Raw data: