DCCRF16:

MOT16-01


Benchmark:

MOT16 |

Short name:

DCCRF16

Detector:

Public

Description:

n/a

Reference:

H. Zhou, W. Ouyang, J. Cheng, X. Wang, H. Li. Deep Continuous Conditional Random Fields with Asymmetric Inter-object Constraints for Online Multi-object Tracking. In IEEE Transactions on Circuits and Systems for Video Technology, 2018.

Last submitted:

March 08, 2018 (2 years ago)

Published:

August 04, 2017 at 08:06:19 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

1*Titanx

Runtime:

0.1 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1644.839.775.6107 (14.1)321 (42.3)5,61394,13348.494.00.9968 (20.0)1,378 (28.5)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0133.230.371.4693543,85439.787.80.86184
MOT16-0351.740.375.927302,66947,33354.795.51.8475631
MOT16-0649.453.273.937983075,42053.095.20.3107147
MOT16-0741.336.473.76156198,81346.092.41.2147240
MOT16-0829.932.779.472741811,21633.093.00.793121
MOT16-1242.550.177.313511334,61544.496.50.12333
MOT16-1423.933.574.411911,11312,88230.383.41.562122

Raw data: