PHD_GM: PHD_PM_OM

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

PHD_GM

Detector:

Public

Description:

n/a

Reference:

R. Sanchez-Matilla, A. Cavallaro. Motion Prediction for First-person Vision Multi-object Tracking. In ECCVw, 2020.

Last submitted:

June 15, 2018 (4 years ago)

Published:

July 16, 2020 at 13:03:30 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

i7 16GB RAM

Runtime:

22.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1748.843.20.0449 (19.1)830 (35.2)26,260257,97154.392.10.00.00.00.00.00.0100.01.54,407 (81.2)6,448 (118.8)

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-DPM31.929.00.04112734,05537.189.80.00.00.00.00.00.0100.00.66484
MOT17-01-FRCNN29.134.30.06101,2863,24949.671.30.00.00.00.00.00.0100.02.93757
MOT17-01-SDP43.238.00.0658202,77657.081.80.00.00.00.00.00.0100.01.867108
MOT17-03-DPM50.237.20.028266,14344,91257.190.70.00.00.00.00.00.0100.04.11,0421,541
MOT17-03-FRCNN57.846.90.037262,25141,46660.496.60.00.00.00.00.00.0100.01.5495651
MOT17-03-SDP72.453.00.068122,32625,91675.297.10.00.00.00.00.00.0100.01.6663944
MOT17-06-DPM45.550.50.0371005775,70151.691.30.00.00.00.00.00.0100.00.5144205
MOT17-06-FRCNN53.154.20.054627594,62360.890.40.00.00.00.00.00.0100.00.6150209
MOT17-06-SDP56.256.00.072677914,22964.190.50.00.00.00.00.00.0100.00.7142203
MOT17-07-DPM35.639.10.05258569,87741.589.10.00.00.00.00.00.0100.01.7146232
MOT17-07-FRCNN34.839.20.05201,1539,72742.486.10.00.00.00.00.00.0100.02.3142275
MOT17-07-SDP47.043.10.011169587,81953.790.50.00.00.00.00.00.0100.01.9169270
MOT17-08-DPM25.127.50.093593814,70930.487.20.00.00.00.00.00.0100.01.5169198
MOT17-08-FRCNN24.128.90.083778915,13828.388.40.00.00.00.00.00.0100.01.3110133
MOT17-08-SDP29.530.30.0123591913,75634.988.90.00.00.00.00.00.0100.01.5212260
MOT17-12-DPM43.148.80.019335164,32950.189.40.00.00.00.00.00.0100.00.68599
MOT17-12-FRCNN40.049.90.016395394,61846.788.30.00.00.00.00.00.0100.00.64455
MOT17-12-SDP45.454.20.019345864,08152.988.70.00.00.00.00.00.0100.00.76479
MOT17-14-DPM22.329.90.099648613,76825.590.70.00.00.00.00.00.0100.00.6116181
MOT17-14-FRCNN22.033.80.012792,00712,23633.875.70.00.00.00.00.00.0100.02.7168361
MOT17-14-SDP32.638.80.012621,28710,98640.685.30.00.00.00.00.00.0100.01.7178303

Raw data: