PHD_LMP: Global Motion PHD-PF with LMP

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

PHD_LMP

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:

January 30, 2019 (3 years ago)

Published:

July 16, 2020 at 13:12:24 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

i7 16GB RAM

Runtime:

29.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1745.942.50.0364 (15.5)892 (37.9)27,946272,19651.891.30.00.00.00.00.00.0100.01.64,977 (96.2)6,985 (135.0)

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-DPM26.032.50.03131544,59528.892.30.00.00.00.00.00.0100.00.32142
MOT17-01-FRCNN31.036.30.06101,1203,29848.973.80.00.00.00.00.00.0100.02.53246
MOT17-01-SDP42.141.10.0759062,74257.580.40.00.00.00.00.00.0100.02.085112
MOT17-03-DPM45.737.30.026355,70650,53651.790.50.00.00.00.00.00.0100.03.86291,107
MOT17-03-FRCNN55.846.20.034291,80444,09557.997.10.00.00.00.00.00.0100.01.2367544
MOT17-03-SDP72.055.40.067132,51526,14775.096.90.00.00.00.00.00.0100.01.7621990
MOT17-06-DPM36.944.90.0251098616,36046.086.30.00.00.00.00.00.0100.00.7213295
MOT17-06-FRCNN44.248.90.039661,0615,26255.386.00.00.00.00.00.00.0100.00.9253321
MOT17-06-SDP47.351.40.060651,3354,54461.484.40.00.00.00.00.00.0100.01.1327396
MOT17-07-DPM35.636.60.05259059,83841.888.60.00.00.00.00.00.0100.01.8139214
MOT17-07-FRCNN33.538.30.042088610,23039.488.30.00.00.00.00.00.0100.01.8118239
MOT17-07-SDP46.243.00.010141,1317,77354.089.00.00.00.00.00.00.0100.02.3191300
MOT17-08-DPM23.526.60.063986615,15128.387.30.00.00.00.00.00.0100.01.4137170
MOT17-08-FRCNN22.126.60.064159115,78725.390.00.00.00.00.00.00.0100.00.97292
MOT17-08-SDP29.630.70.0103471613,95933.990.90.00.00.00.00.00.0100.01.1204243
MOT17-12-DPM36.743.80.013426794,75745.185.20.00.00.00.00.00.0100.00.85481
MOT17-12-FRCNN36.246.80.011493855,11840.990.20.00.00.00.00.00.0100.00.42840
MOT17-12-SDP42.753.00.019376804,23251.286.70.00.00.00.00.00.0100.00.85666
MOT17-14-DPM15.722.70.0210698614,34122.480.80.00.00.00.00.00.0100.01.3248338
MOT17-14-FRCNN16.329.30.06792,35212,55032.171.60.00.00.00.00.00.0100.03.1566651
MOT17-14-SDP25.333.30.05612,30710,88141.176.70.00.00.00.00.00.0100.03.1616698

Raw data: