STC_pub: STC with public detections

MOT20-04


Benchmark:

MOT17 | MOT20 |

Short name:

STC_pub

Detector:

Public

Description:

Tracker based on the TransCenter Transformer with Kalman Filter motion model and FastReID embedding network for fused matching, using public detections

Reference:

Last submitted:

September 26, 2022 (2 months ago)

Published:

October 22, 2022 at 09:14:33 CET

Submissions:

1

Open source:

Yes

Hardware:

CPU 2.1GHz, 1 core, GPU geforce gtx 1180 8GB

Runtime:

1.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2073.067.656.1833 (67.1)147 (11.8)30,880106,87679.393.052.959.859.572.765.676.983.26.92,172 (0.0)3,313 (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
MOT20-0484.176.463.35742020,28522,61791.792.558.768.565.975.776.376.983.49.87281,173
MOT20-0659.754.545.1112724,83348,04863.894.641.749.047.067.752.477.782.94.86801,059
MOT20-0778.266.957.18732,2684,67985.992.651.064.557.271.571.877.584.03.9263300
MOT20-0854.153.142.960523,49431,53259.392.941.744.447.965.448.075.282.24.3501781

Raw data: