STTMOT: Spatial-Temporal Transformer based MOT

MOT16-01


Benchmark:

MOT17 | MOT20 | MOT16 |

Short name:

STTMOT

Detector:

Public

Description:

Reference:

Last submitted:

January 27, 2022 (10 months ago)

Published:

March 07, 2022 at 08:43:14 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

GTX 1080 TI 8 cores

Runtime:

11.2 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1663.870.654.7230 (30.3)232 (30.6)7,41257,97568.294.457.352.463.575.756.177.682.31.3629 (0.0)1,150 (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
MOT16-0152.062.451.88101602,90054.795.662.942.869.079.044.978.682.30.41019
MOT16-0375.879.361.291152,64722,55878.496.961.760.966.478.364.579.682.51.857132
MOT16-0654.854.044.457893224,75258.895.543.046.062.358.648.578.883.10.3137190
MOT16-0757.464.247.31493576,48260.396.548.446.552.275.949.078.481.90.7117320
MOT16-0839.653.944.221143,2086,77959.575.647.141.961.261.950.363.981.15.1118106
MOT16-1254.466.751.824252213,53257.495.658.645.964.978.748.480.584.20.23293
MOT16-1437.150.136.1157049710,97240.693.842.430.944.977.732.474.880.50.7158290

Raw data: