online MOT using SRPN with Relational Attention_on MOT17

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

SRPN17

Benchmark:

Description:

n/a

Hardware:

40 Intel(R) Xeon(R) CPU E5-2630 v4 @ 2.20GHz

Detector:

Public

Processing:

Online

Last submitted:

November 07, 2018 (1 month ago)

Published:

November 07, 2018 at 14:36:58 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
51.076.71.216.8 % 35.1 % 21,011252,8082,5965,98140 Intel(R) Xeon(R) CPU E5-2630 v4 @ 2.20GHzPublic
IDF1ID PrecisionID Recall
53.572.142.5

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM39.142.671.60.52412.5 % 37.5 % 2073,6883483
MOT17-03-DPM55.956.275.12.814825.0 % 15.5 % 4,24041,516364884
MOT17-06-DPM47.051.173.20.322213.5 % 42.3 % 3695,78888259
MOT17-07-DPM43.047.173.71.26010.0 % 35.0 % 5968,917108276
MOT17-08-DPM27.935.379.60.97610.5 % 47.4 % 53914,58696156
MOT17-12-DPM40.352.176.40.59113.2 % 44.0 % 4324,70536100
MOT17-14-DPM27.541.574.11.31646.1 % 54.3 % 1,00612,30486241
MOT17-01-FRCNN37.649.276.71.82420.8 % 37.5 % 7923,2092158
MOT17-03-FRCNN58.758.177.32.114828.4 % 15.5 % 3,09639,887226527
MOT17-06-FRCNN50.752.877.20.422218.9 % 32.9 % 5235,187102297
MOT17-07-FRCNN39.244.675.01.6608.3 % 31.7 % 7879,360127294
MOT17-08-FRCNN26.435.679.30.8767.9 % 47.4 % 50214,96672107
MOT17-12-FRCNN37.050.977.60.49112.1 % 46.2 % 3605,0742575
MOT17-14-FRCNN25.541.072.12.31645.5 % 43.3 % 1,74711,840188419
MOT17-01-SDP43.851.274.41.92429.2 % 20.8 % 8622,7293799
MOT17-03-SDP72.963.278.70.514842.6 % 10.8 % 79227,183381821
MOT17-06-SDP52.853.576.20.522222.1 % 32.0 % 5864,846129316
MOT17-07-SDP47.551.576.21.86023.3 % 21.7 % 9027,848112267
MOT17-08-SDP30.336.180.00.67614.5 % 47.4 % 39414,185136182
MOT17-12-SDP40.053.578.60.59114.3 % 45.1 % 4234,7473094
MOT17-14-SDP33.546.972.72.51647.3 % 36.6 % 1,85610,243198426

Raw data:

n/a


SRPN17