LMLv1: Long Memory Linking

TUD-Crossing


Benchmark:

MOT15 |

Short name:

LMLv1

Detector:

Private

Description:

Reference:

Last submitted:

May 09, 2022 (2 months ago)

Published:

May 06, 2022 at 10:45:33 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

A6000

Runtime:

2.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1550.546.440.9261 (36.2)195 (27.0)8,38219,32468.583.435.847.541.267.155.667.681.51.42,736 (0.0)1,507 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-134.440.137.21322,1883,12666.473.933.342.036.168.653.058.979.84.4792219
ADL-Rundle-348.444.141.32332,0223,01670.378.035.748.439.871.359.666.084.03.2208190
AVG-TownCentre14.023.617.691471355,93716.990.025.212.628.468.512.968.475.20.37745
ETH-Crossing69.873.262.015115512687.485.059.365.070.174.777.074.886.80.72226
ETH-Jelmoli51.667.054.127584934386.572.155.153.264.970.173.060.984.71.93555
ETH-Linthescher69.364.954.499301,0221,52882.987.949.160.758.569.970.074.284.50.9192198
KITTI-1643.052.037.77029043374.581.428.949.530.862.658.463.877.41.424759
KITTI-1947.053.239.82831,2991,33875.075.535.944.741.262.455.856.274.81.2197216
PETS09-S2L269.634.130.42112421,92080.197.016.058.417.656.462.775.980.40.6765423
TUD-Crossing86.965.853.9120725794.893.642.568.560.851.077.476.383.70.41516
Venice-160.738.838.7731081,50067.196.629.451.632.569.854.778.782.60.218660

Raw data: