TSL: Multi-view Trajectory Contrastive Learning

TUD-Crossing


Benchmark:

Short name:

TSL

Detector:

Private

Description:

MTrack:Multi-view Trajectory Contrastive Learning

Reference:

Last submitted:

September 17, 2021 (2 months ago)

Published:

October 24, 2021 at 05:17:42 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GTX1080Ti

Runtime:

7.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1558.962.147.9275 (38.1)126 (17.5)6,31418,17770.487.347.049.350.976.655.969.379.91.1750 (0.0)1,712 (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-141.457.143.9951,8413,55961.875.748.939.852.076.148.459.478.23.753243
ADL-Rundle-352.557.044.61641,0243,70963.586.343.446.145.778.251.970.581.71.693183
AVG-TownCentre51.565.144.678419792,34867.283.146.743.153.268.749.861.675.62.2137298
ETH-Crossing73.469.355.2632822477.796.550.360.656.475.964.780.483.70.11529
ETH-Jelmoli71.171.657.327331939184.687.154.560.560.277.570.272.383.30.72349
ETH-Linthescher68.968.155.168573832,26174.794.652.758.056.381.162.479.083.60.3132187
KITTI-1656.873.751.86122648671.484.354.549.761.271.856.566.777.51.12344
KITTI-1957.870.649.02357301,46572.684.250.048.355.470.855.664.476.60.762181
PETS09-S2L274.150.841.32214891,83980.994.129.757.731.874.362.873.079.11.1167416
TUD-Crossing87.576.957.7130418092.796.150.466.258.765.971.774.379.50.21724
Venice-154.066.352.0762541,81560.291.560.844.763.781.948.673.881.60.62858

Raw data: