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 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1750.747.238.977.5491 (20.8)869 (36.9)22,875252,88955.293.236.741.638.380.244.374.880.61.32,314 (41.9)2,865 (51.9)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM35.545.134.372.15112113,92439.292.341.628.343.773.829.669.876.60.52345
MOT17-01-FRCNN27.644.838.676.6671,5223,12651.568.644.334.046.978.842.356.279.23.42237
MOT17-01-SDP44.346.539.375.7959982,54960.579.638.840.341.276.847.562.579.12.24349
MOT17-03-DPM52.747.137.376.533304,15845,03357.093.533.242.334.379.445.073.979.82.8291377
MOT17-03-FRCNN58.849.040.477.737251,94540,90360.997.035.546.836.781.949.078.080.91.3302313
MOT17-03-SDP75.350.545.278.976131,62323,73377.398.034.459.735.581.762.779.481.71.1471433
MOT17-06-DPM48.357.343.574.8441063625,67151.994.450.038.253.876.140.273.178.50.36394
MOT17-06-FRCNN56.663.450.479.064706004,43262.492.553.248.057.378.751.476.281.50.578138
MOT17-06-SDP59.466.251.377.983716634,05465.692.154.348.559.676.452.673.980.90.66995
MOT17-07-DPM38.343.333.075.872924710,12740.196.536.430.137.777.431.175.079.20.55367
MOT17-07-FRCNN36.044.234.674.97151,6779,01346.682.536.733.638.975.237.265.878.03.4124209
MOT17-07-SDP50.547.338.477.615138777,37456.391.635.541.936.879.445.273.480.71.8112125
MOT17-08-DPM26.830.127.080.453931015,08028.695.131.623.133.080.223.879.183.00.57986
MOT17-08-FRCNN22.530.027.679.883894215,35527.386.035.421.637.082.322.871.982.31.57180
MOT17-08-SDP30.233.730.080.6103549114,14333.093.434.226.636.080.727.677.982.70.898105
MOT17-12-DPM43.953.542.178.418462244,61646.794.849.535.852.677.637.576.181.10.22430
MOT17-12-FRCNN39.854.041.778.713415044,69045.988.849.735.252.779.237.873.181.30.62334
MOT17-12-SDP45.158.846.779.920405604,16651.988.955.839.358.780.942.873.282.50.62930
MOT17-14-DPM26.137.628.275.589467112,93130.089.235.322.737.176.223.870.678.70.96077
MOT17-14-FRCNN21.537.828.772.011762,60511,77536.372.032.525.834.871.029.157.775.23.5122242
MOT17-14-SDP34.944.332.473.912651,68510,19444.883.133.831.535.577.034.864.677.72.2157199

Raw data:


MHT_DAM_17