DCCRF16:

MOT16-03


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 (3 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 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1644.839.732.0107 (14.1)321 (42.3)5,61394,13348.494.028.736.029.877.937.873.579.10.9968 (20.0)1,378 (28.5)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0133.230.326.0693543,85439.787.824.727.625.773.829.665.475.90.86184
MOT16-0351.740.332.927302,66947,33354.795.526.740.827.678.442.874.879.31.8475631
MOT16-0649.453.239.737983075,42053.095.241.338.443.776.540.472.578.00.3107147
MOT16-0741.336.428.76156198,81346.092.424.933.825.776.235.571.377.41.2147240
MOT16-0829.932.727.672741811,21633.093.029.126.230.678.827.276.781.70.793121
MOT16-1242.550.139.113511334,61544.496.545.533.748.276.135.076.280.40.12333
MOT16-1423.933.525.711911,11312,88230.383.430.022.231.375.223.765.377.51.562122

Raw data: