MHT_DAM_17: Multiple Hypothesis Tracking with Discriminative Appearance Modeling

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

MHT_DAM_17

Detector:

Public

Description:

Reference:

C. Kim, F. Li, A. Ciptadi, J. Rehg. Multiple Hypothesis Tracking Revisited. In ICCV, 2015.

Last submitted:

July 01, 2017 (3 years ago)

Published:

Not yet published

Submissions:

1

Open source:

Yes

Hardware:

3.6 GHz, 1 Core

Runtime:

0.9 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1750.747.277.5491 (20.8)869 (36.9)22,875252,88955.293.21.32,314 (41.9)2,865 (51.9)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM35.545.172.15112113,92439.292.30.52345
MOT17-01-FRCNN27.644.876.6671,5223,12651.568.63.42237
MOT17-01-SDP44.346.575.7959982,54960.579.62.24349
MOT17-03-DPM52.747.176.533304,15845,03357.093.52.8291377
MOT17-03-FRCNN58.849.077.737251,94540,90360.997.01.3302313
MOT17-03-SDP75.350.578.976131,62323,73377.398.01.1471433
MOT17-06-DPM48.357.374.8441063625,67151.994.40.36394
MOT17-06-FRCNN56.663.479.064706004,43262.492.50.578138
MOT17-06-SDP59.466.277.983716634,05465.692.10.66995
MOT17-07-DPM38.343.375.872924710,12740.196.50.55367
MOT17-07-FRCNN36.044.274.97151,6779,01346.682.53.4124209
MOT17-07-SDP50.547.377.615138777,37456.391.61.8112125
MOT17-08-DPM26.830.180.453931015,08028.695.10.57986
MOT17-08-FRCNN22.530.079.883894215,35527.386.01.57180
MOT17-08-SDP30.233.780.6103549114,14333.093.40.898105
MOT17-12-DPM43.953.578.418462244,61646.794.80.22430
MOT17-12-FRCNN39.854.078.713415044,69045.988.80.62334
MOT17-12-SDP45.158.879.920405604,16651.988.90.62930
MOT17-14-DPM26.137.675.589467112,93130.089.20.96077
MOT17-14-FRCNN21.537.872.011762,60511,77536.372.03.5122242
MOT17-14-SDP34.944.373.912651,68510,19444.883.12.2157199

Raw data:


MHT_DAM_17