Multiple Hypothesis Tracking with Discriminative Appearance Modeling

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

MHT_DAM_17

Benchmark:

Description:

Hardware:

3.6 GHz, 1 Core

Detector:

Public

Processing:

Batch

Last submitted:

July 01, 2017 (1 year ago)

Published:

December 10, 2018 at 11:36:12 CET

Submissions:

1

Open source:

Yes

Project page / code:

Reference:

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

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
50.777.51.320.8 % 36.9 % 22,875252,8892,3142,8653.6 GHz, 1 CorePublic
IDF1ID PrecisionID Recall
47.263.437.6

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM35.545.172.10.52420.8 % 45.8 % 2113,9242345
MOT17-03-DPM52.747.176.52.814822.3 % 20.3 % 4,15845,033291377
MOT17-06-DPM48.357.374.80.322219.8 % 47.7 % 3625,6716394
MOT17-07-DPM38.343.375.80.56011.7 % 48.3 % 24710,1275367
MOT17-08-DPM26.830.180.40.5766.6 % 51.3 % 31015,0807986
MOT17-12-DPM43.953.578.40.29119.8 % 50.5 % 2244,6162430
MOT17-14-DPM26.137.675.50.91644.9 % 57.3 % 67112,9316077
MOT17-01-FRCNN27.644.876.63.42425.0 % 29.2 % 1,5223,1262237
MOT17-03-FRCNN58.849.077.71.314825.0 % 16.9 % 1,94540,903302313
MOT17-06-FRCNN56.663.479.00.522228.8 % 31.5 % 6004,43278138
MOT17-07-FRCNN36.044.274.93.46011.7 % 25.0 % 1,6779,013124209
MOT17-08-FRCNN22.530.079.81.57610.5 % 50.0 % 94215,3557180
MOT17-12-FRCNN39.854.078.70.69114.3 % 45.1 % 5044,6902334
MOT17-14-FRCNN21.537.872.03.51646.7 % 46.3 % 2,60511,775122242
MOT17-01-SDP44.346.575.72.22437.5 % 20.8 % 9982,5494349
MOT17-03-SDP75.350.578.91.114851.4 % 8.8 % 1,62323,733471433
MOT17-06-SDP59.466.277.90.622237.4 % 32.0 % 6634,0546995
MOT17-07-SDP50.547.377.61.86025.0 % 21.7 % 8777,374112125
MOT17-08-SDP30.233.780.60.87613.2 % 46.1 % 49114,14398105
MOT17-12-SDP45.158.879.90.69122.0 % 44.0 % 5604,1662930
MOT17-14-SDP34.944.373.92.21647.3 % 39.6 % 1,68510,194157199

Raw data:


jCC
MHT_DAM_17