MHT_bLSTM6: MHT with Neural Gating using Bilinear LSTM

MOT16-01


Benchmark:

MOT16 |

Short name:

MHT_bLSTM6

Detector:

Public

Description:

n/a

Reference:

C. Kim, F. Li, J. Rehg. Multi-object Tracking with Neural Gating Using Bilinear LSTM. In ECCV, 2018.

Last submitted:

July 26, 2018 (2 years ago)

Published:

July 26, 2018 at 09:04:30 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

Titan X GPU, 3.6GHZ CPU

Runtime:

1.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1642.147.875.9113 (14.9)337 (44.4)11,63793,17248.988.52.0753 (15.4)1,156 (23.6)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT16-0127.536.571.6697853,81340.476.71.73963
MOT16-0349.453.475.832307,29945,26456.789.04.9300532
MOT16-0642.245.774.6391061,0675,50752.385.00.991132
MOT16-0734.941.175.142449710,02238.692.71.0113158
MOT16-0833.036.779.5112567410,44737.690.31.187111
MOT16-1238.849.777.613407064,34047.784.90.83143
MOT16-1421.731.075.4810360913,77925.588.50.892117

Raw data: