GATracker: Graph Attention based object tracker

MOT20-04


Benchmark:

MOT17 | MOT20 |

Short name:

GATracker

Detector:

Public

Description:

Graph Attention based object tracker

Reference:

Last submitted:

November 02, 2021 (28 days ago)

Published:

November 18, 2021 at 07:27:59 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

RTX2060

Runtime:

2.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2060.761.650.6603 (48.6)187 (15.1)48,356147,46871.588.448.253.451.178.859.573.681.910.87,548 (0.0)9,215 (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
MOT20-0474.469.657.44064920,26546,63983.091.852.163.655.380.469.677.082.39.73,1253,422
MOT20-0645.449.640.4907014,14555,83457.984.539.242.041.176.847.469.181.014.02,5603,330
MOT20-0776.468.957.07241,3296,05881.795.351.663.555.576.768.479.883.72.3423480
MOT20-0831.646.736.9356412,61738,93749.775.340.034.442.474.140.461.279.715.71,4401,983

Raw data: