HISP_DAL17: Robust Online Multi-target Visual Tracking using a HISP Filter with Discriminative Deep Appearance Learning

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

HISP_DAL17

Detector:

Public

Description:

n/a

Last submitted:

August 09, 2019 (1 year ago)

Published:

August 10, 2019 at 13:34:40 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3 GHZ, 1 Core

Runtime:

3.2 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
MOT1745.439.934.077.3349 (14.8)922 (39.2)21,820277,47350.892.930.738.132.277.340.574.180.21.28,727 (171.7)7,147 (140.6)

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-DPM23.925.320.873.3214574,80325.596.723.118.823.876.319.272.977.50.15168
MOT17-01-FRCNN24.532.031.476.6681,5323,25849.567.630.632.732.675.740.655.578.93.48068
MOT17-01-SDP37.235.932.674.4841,1772,65858.876.328.737.730.274.145.458.977.92.6216150
MOT17-03-DPM44.232.027.176.717411,17056,31046.297.621.235.021.780.136.276.679.90.89271,144
MOT17-03-FRCNN57.347.839.277.834261,82742,32759.697.234.245.635.679.447.877.980.91.2497628
MOT17-03-SDP72.253.545.878.666141,33526,55774.698.337.256.838.977.259.778.681.30.91,2041,043
MOT17-06-DPM39.342.032.173.7161172966,65143.694.532.831.734.974.933.272.077.70.2208185
MOT17-06-FRCNN49.452.442.277.741627824,78959.489.940.644.344.473.448.172.980.30.7394260
MOT17-06-SDP50.449.639.376.153678214,58661.189.835.443.839.071.248.070.579.40.7441254
MOT17-07-DPM31.226.822.374.543240510,94135.293.619.226.319.773.527.372.478.10.8283279
MOT17-07-FRCNN29.333.428.374.65171,7819,46344.080.726.631.628.370.435.164.477.63.6702422
MOT17-07-SDP44.538.032.376.213151,0527,81953.789.627.338.828.970.942.270.479.32.1506354
MOT17-08-DPM22.220.319.479.754243615,72825.592.518.520.419.578.621.176.282.00.7266171
MOT17-08-FRCNN22.327.925.980.183989615,39527.186.531.721.432.683.622.672.082.21.4127132
MOT17-08-SDP27.926.624.079.673558514,33432.192.122.925.423.779.526.575.981.90.9306283
MOT17-12-DPM34.333.327.877.29483635,13240.890.725.330.726.476.532.572.380.40.4200104
MOT17-12-FRCNN33.841.033.978.514447104,91443.384.136.032.237.681.735.568.981.20.811286
MOT17-12-SDP34.739.432.679.615447294,76745.084.331.833.433.181.136.969.182.10.8165122
MOT17-14-DPM16.621.117.275.4511829114,95919.192.420.714.421.674.914.871.778.60.4170196
MOT17-14-FRCNN12.427.423.071.59753,33011,79136.266.821.925.623.864.329.554.374.34.41,068644
MOT17-14-SDP27.833.526.073.112602,24510,29144.378.522.830.324.567.334.360.776.63.0804554

Raw data:


HISP_DAL17