BLSTM_MTP_O: Online Greedy Data Association using Bilinear LSTM with Multi-track Pooling

MOT16-01


Benchmark:

MOT17 | MOT16 |

Short name:

BLSTM_MTP_O

Detector:

Public

Description:

Reference:

C. Kim, F. Li, M. Alotaibi, J. Rehg. Discriminative Appearance Modeling with Multi-track Pooling for Real-time Multi-object Tracking. In CVPR (accepted), 2021.

Last submitted:

March 17, 2021 (27 days ago)

Published:

March 17, 2021 at 03:16:37 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

Titan Xp GPU, 3.6GHZ CPU

Runtime:

21.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1648.353.539.774.1129 (17.0)294 (38.7)9,79283,70754.191.040.439.343.273.242.070.677.71.7735 (0.0)2,349 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0133.042.533.072.9586193,63943.181.736.729.840.168.533.162.776.71.42584
MOT16-0356.657.943.174.039215,58539,47862.292.141.345.343.973.548.471.677.63.7328950
MOT16-0648.056.041.774.8401063485,57351.794.545.838.154.867.240.173.278.50.373273
MOT16-0744.748.935.273.76164848,45148.294.235.435.237.275.136.972.277.71.088348
MOT16-0834.040.631.376.0112083010,11639.688.933.529.435.574.331.370.379.01.3100186
MOT16-1239.155.440.374.018369004,11250.482.347.134.750.073.939.063.677.61.043167
MOT16-1427.342.029.273.210871,02612,33833.285.735.624.037.572.025.565.876.91.478341

Raw data:


BLSTM_MTP_O