ITM: Individualized Tubelet Model

MOT16-01


Benchmark:

Short name:

ITM

Detector:

Public

Description:

Reference:

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

Last submitted:

November 12, 2020 (16 days ago)

Published:

November 12, 2020 at 03:34:09 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

2080Ti

Runtime:

1.1 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1661.159.577.6213 (28.1)194 (25.6)8,91961,01966.593.21.51,052 (15.8)1,933 (29.1)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0142.044.077.0693593,31748.189.60.83560
MOT16-0374.068.077.383154,98722,03278.994.33.3157477
MOT16-0659.061.679.271535894,00065.392.80.5138292
MOT16-0747.647.377.69107407,67853.092.11.5136315
MOT16-0835.636.081.5102340410,28138.694.10.690162
MOT16-1248.354.181.318273843,85553.592.00.44785
MOT16-1436.438.974.916571,4569,85646.785.61.9449542

Raw data: