CMT: Consistency Model Tracker


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT17 |

Short name:

CMT

Detector:

Public

Description:

n/a

Reference:

#Submission: TIP-21190-2019

Last submitted:

April 25, 2019 (5 years ago)

Published:

October 31, 2018 at 09:29:00 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

i9-8950HK, 2.9 GHZ, 8 Core

Runtime:

6.5 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1751.860.746.9462 (19.6)1,009 (42.8)29,528240,96057.391.651.642.855.577.146.073.680.31.71,217 (21.2)2,008 (35.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM41.655.641.35131433,62243.895.253.931.660.070.932.971.376.40.3315
MOT17-01-FRCNN22.557.646.01082,1012,89055.262.962.734.067.075.845.151.578.54.7517
MOT17-01-SDP41.465.949.6971,5802,18666.173.061.540.264.877.451.256.578.53.51126
MOT17-03-DPM59.564.848.142254,25537,95463.794.049.347.351.978.650.474.379.62.8152280
MOT17-03-FRCNN61.568.551.747273,15337,01964.695.555.248.858.080.651.776.480.52.1130177
MOT17-03-SDP75.171.656.683133,44322,36078.696.054.059.656.480.263.677.681.52.3240294
MOT17-06-DPM43.752.340.3381197185,88550.189.144.636.760.059.939.570.478.70.63464
MOT17-06-FRCNN45.452.441.839971,0075,36054.586.442.441.458.659.945.572.181.50.86496
MOT17-06-SDP47.555.943.5571069285,20255.987.646.141.361.162.145.371.180.40.85280
MOT17-07-DPM38.551.538.15289489,38744.488.844.532.947.772.535.170.177.91.959113
MOT17-07-FRCNN33.647.636.86241,15310,01040.785.745.330.349.971.632.768.778.42.350139
MOT17-07-SDP41.654.141.711231,1168,69248.588.047.736.551.773.739.471.580.02.252107
MOT17-08-DPM30.148.641.216332,11912,58940.480.155.130.960.472.034.067.680.43.45984
MOT17-08-FRCNN27.441.737.018391,23114,06033.485.253.325.761.269.627.670.281.22.03757
MOT17-08-SDP34.648.541.5183772013,04938.291.857.030.361.577.531.876.382.41.24063
MOT17-12-DPM39.453.940.510505144,71945.688.548.933.752.574.836.370.580.00.61826
MOT17-12-FRCNN38.153.542.213525784,76945.087.152.234.356.776.337.171.881.20.61421
MOT17-12-SDP44.258.745.016454724,33750.090.253.637.957.978.341.073.982.60.52425
MOT17-14-DPM28.740.329.579524012,90930.295.938.123.040.373.523.775.379.60.33748
MOT17-14-FRCNN20.838.428.96891,92112,64231.675.336.423.340.466.125.560.775.82.677161
MOT17-14-SDP32.047.933.96791,18811,31938.885.841.627.844.673.230.166.678.01.659115

Raw data: