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 (2 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 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1547.057.975.3163 (22.6)196 (27.2)9,04422,98662.681.01.6558 (8.9)1,580 (25.2)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
ADL-Rundle-130.855.475.61713,8152,57072.463.87.651108
ADL-Rundle-345.754.482.41281,2794,19258.882.42.054108
AVG-TownCentre45.561.170.541535313,25354.588.01.2111413
ETH-Crossing57.866.980.8484337762.493.60.2317
ETH-Jelmoli59.871.177.6211139761475.882.90.91045
ETH-Linthescher47.856.278.4301022594,35751.294.60.244110
KITTI-1655.370.270.05121551969.584.61.02666
KITTI-1937.760.967.1981,2112,05461.673.11.166214
PETS09-S2L258.751.172.31025263,28066.092.41.2179438
TUD-Crossing82.977.780.7802915486.097.00.1526
Venice-148.260.774.7627391,61664.680.01.6935

Raw data: