MHT_bLSTM6: MHT with Neural Gating using Bilinear LSTM

MOT16-12


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 (3 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 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1642.147.836.7113 (14.9)337 (44.4)11,63793,17248.988.537.935.742.372.238.669.879.02.0753 (15.4)1,156 (23.6)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT16-0127.536.528.3697853,81340.476.729.327.535.361.630.958.775.71.73963
MOT16-0349.453.440.232307,29945,26456.789.039.840.942.374.544.770.179.04.9300532
MOT16-0642.245.735.3391061,0675,50752.385.034.136.856.850.640.866.378.10.991132
MOT16-0734.941.132.042449710,02238.692.735.529.037.573.730.372.778.51.0113158
MOT16-0833.036.731.2112567410,44737.690.333.129.436.571.631.174.781.61.187111
MOT16-1238.849.738.813407064,34047.784.943.035.054.566.838.568.680.00.83143
MOT16-1421.731.023.4810360913,77925.588.528.819.130.375.219.969.378.40.892117

Raw data:


MHT_bLSTM6