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 (1 year 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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1749.551.841.576.9481 (20.4)814 (34.6)33,640247,37056.290.441.741.644.475.644.972.379.91.94,142 (73.8)6,852 (122.0)

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-DPM38.238.731.271.54102223,70142.692.532.830.034.773.131.668.676.10.56592
MOT17-01-FRCNN26.734.232.676.5881,5163,17550.868.431.933.634.276.241.756.179.03.43753
MOT17-01-SDP29.138.935.074.31032,1112,36563.365.933.437.336.771.649.951.977.64.795149
MOT17-03-DPM52.654.241.476.040266,33342,93359.090.739.743.441.975.146.871.979.14.2308740
MOT17-03-FRCNN59.855.744.678.243252,55939,24462.596.241.648.244.475.550.677.981.01.7246530
MOT17-03-SDP73.365.453.078.373152,73324,60476.596.748.558.251.775.561.677.981.01.85821,329
MOT17-06-DPM47.554.240.573.138993775,58852.694.344.237.546.876.639.771.177.40.3226264
MOT17-06-FRCNN55.358.845.677.551614884,60960.993.645.546.049.878.149.075.380.50.4169205
MOT17-06-SDP55.059.145.975.769668104,19064.490.446.146.149.177.450.570.979.30.7305296
MOT17-07-DPM41.443.733.073.95226339,14345.992.432.733.734.671.935.471.477.51.3131255
MOT17-07-FRCNN34.342.533.674.68141,9309,00246.780.334.833.437.170.737.464.377.63.9165294
MOT17-07-SDP46.445.836.875.816111,5797,20257.486.033.840.535.972.845.267.879.03.2269398
MOT17-08-DPM25.328.825.679.474042515,22927.993.329.722.230.977.522.976.681.70.7134165
MOT17-08-FRCNN23.229.827.680.293792415,22727.986.534.622.136.381.423.472.382.31.576108
MOT17-08-SDP29.833.129.778.411311,09113,43136.487.631.728.233.378.630.072.280.91.7313356
MOT17-12-DPM43.654.541.577.116412754,56047.493.748.535.651.177.937.574.280.30.35478
MOT17-12-FRCNN37.152.741.378.315428584,54747.582.849.634.752.778.538.867.581.01.04569
MOT17-12-SDP36.554.944.078.322341,4223,96554.376.852.137.555.178.544.362.780.91.6119161
MOT17-14-DPM24.134.925.474.2810247713,44827.291.332.120.333.974.321.070.477.70.696203
MOT17-14-FRCNN17.035.628.071.712743,41811,64437.066.731.525.634.268.129.853.774.64.6288485
MOT17-14-SDP27.343.332.071.716533,4599,56348.372.133.131.434.972.537.255.675.54.6419622

Raw data: