ITM: Individualized Tubelet Model

MOT20-04


Benchmark:

Short name:

ITM

Detector:

Public

Description:

Reference:

Pivot Correlation Network with Individualized Tubelets for Efficient Multi-object Tracking

Last submitted:

November 12, 2020 (8 months ago)

Published:

November 12, 2020 at 03:33:46 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

2080Ti

Runtime:

1.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2050.648.639.6397 (32.0)320 (25.8)19,495233,94054.893.638.141.343.067.544.175.381.24.42,431 (44.4)4,533 (82.7)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT20-0472.761.449.6345486,47667,59575.397.042.657.948.367.961.679.282.83.18901,467
MOT20-0624.828.522.1151397,30891,68830.984.922.322.323.965.323.664.976.17.38651,740
MOT20-0751.448.937.9311880115,07154.595.735.740.840.564.343.376.181.31.4226446
MOT20-0816.222.717.461154,91059,58623.178.518.616.619.964.217.659.974.86.1450880

Raw data: