STTMOT: Spatial-Temporal Transformer based MOT

MOT20-04


Benchmark:

MOT17 | MOT20 | MOT16 |

Short name:

STTMOT

Detector:

Public

Description:

Reference:

Last submitted:

January 27, 2022 (10 months ago)

Published:

March 07, 2022 at 08:42:39 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

v100 32G

Runtime:

4.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2060.166.751.7578 (46.5)221 (17.8)37,657165,86667.990.353.650.057.775.955.173.281.48.42,926 (0.0)4,451 (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
MOT20-0478.277.860.84474016,33642,27784.693.458.663.262.978.169.276.582.47.91,0121,561
MOT20-0639.851.538.6628611,41767,37449.385.142.335.445.371.239.167.679.311.31,1701,725
MOT20-0765.568.352.7471189610,35868.796.253.152.557.575.355.878.182.01.5166238
MOT20-0828.444.033.422849,00845,85740.877.839.328.642.968.432.261.377.811.2578927

Raw data: