SLA_public: Spatial-Location Aware Tracker

TUD-Crossing


Benchmark:

MOT17 | MOT16 | MOT15 |

Short name:

SLA_public

Detector:

Public

Description:

Spatial-Attention Location-Aware Multi-Object Tracking

Reference:

Spatial-Attention Location-Aware Multi-Object Tracking. In , 2020.

Last submitted:

December 13, 2020 (4 months ago)

Published:

December 13, 2020 at 10:50:08 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

2080Ti

Runtime:

21.0 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
MOT1547.057.943.075.3163 (22.6)196 (27.2)9,04422,98662.681.044.741.951.568.749.163.578.91.6558 (8.9)1,580 (25.2)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-130.855.443.975.61713,8152,57072.463.849.039.955.471.257.250.478.97.651108
ADL-Rundle-345.754.443.682.41281,2794,19258.882.444.143.348.675.049.869.884.32.054108
AVG-TownCentre45.561.140.370.541535313,25354.588.043.837.450.065.840.665.675.41.2111413
ETH-Crossing57.866.950.880.8484337762.493.653.248.763.768.751.977.983.10.2317
ETH-Jelmoli59.871.151.577.6211139761475.882.952.750.564.864.660.365.980.80.91045
ETH-Linthescher47.856.243.278.4301022594,35751.294.647.839.155.969.541.376.381.30.244110
KITTI-1655.370.244.470.05121551969.584.644.544.350.660.150.561.574.11.02666
KITTI-1937.760.940.367.1981,2112,05461.673.143.138.451.560.545.954.572.31.166214
PETS09-S2L258.751.135.472.31025263,28066.092.427.346.131.558.049.769.576.71.2179438
TUD-Crossing82.977.759.880.7802915486.097.054.965.169.565.970.079.082.90.1526
Venice-148.260.743.774.7627391,61664.680.046.341.553.769.149.461.278.61.6935

Raw data:


SLA_public