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:

EDMT17

Benchmark:

Description:

n/a

Hardware:

3.4GHZ, 8 Core

Detector:

Public

Processing:

Batch

Last submitted:

April 26, 2017 (1 year ago)

Published:

December 10, 2018 at 11:25:22 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

J. Chen, H. Sheng, Y. Zhang, Z. Xiong. Enhancing Detection Model for Multiple Hypothesis Tracking. In BMTT-PETS CVPRw, 2017.

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
50.077.31.821.6 % 36.3 % 32,279247,2972,2643,2603.4GHZ, 8 CorePublic
IDF1ID PrecisionID Recall
51.367.041.5

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM35.442.771.90.52420.8 % 45.8 % 2473,8942452
MOT17-03-DPM49.647.976.16.014824.3 % 18.9 % 8,97443,498333486
MOT17-06-DPM49.358.974.70.322219.8 % 47.7 % 3905,5245892
MOT17-07-DPM43.646.475.01.56011.7 % 38.3 % 7468,71177108
MOT17-08-DPM25.331.880.11.6767.9 % 44.7 % 99614,6958790
MOT17-12-DPM43.555.677.60.69118.7 % 42.9 % 5574,3133040
MOT17-14-DPM23.238.175.02.01645.5 % 54.3 % 1,52112,60672111
MOT17-01-FRCNN26.845.576.63.52425.0 % 29.2 % 1,5733,1281836
MOT17-03-FRCNN58.954.077.71.414826.4 % 16.9 % 2,15540,656232320
MOT17-06-FRCNN56.164.578.90.622232.0 % 34.7 % 6984,40376127
MOT17-07-FRCNN34.443.974.73.86011.7 % 21.7 % 1,9069,037136225
MOT17-08-FRCNN22.729.779.41.57610.5 % 50.0 % 93415,3136982
MOT17-12-FRCNN39.253.478.50.79114.3 % 47.3 % 6124,6372032
MOT17-14-FRCNN19.639.471.74.01646.1 % 45.1 % 3,02511,614214324
MOT17-01-SDP47.352.674.92.12441.7 % 20.8 % 9552,4123060
MOT17-03-SDP74.862.178.71.714850.7 % 8.8 % 2,49223,542320455
MOT17-06-SDP58.265.677.90.622237.8 % 35.6 % 7254,1346190
MOT17-07-SDP52.254.077.41.56028.3 % 23.3 % 7747,21389114
MOT17-08-SDP30.433.780.10.97613.2 % 44.7 % 57014,035104127
MOT17-12-SDP44.858.079.90.79120.9 % 46.2 % 5894,1742428
MOT17-14-SDP36.248.473.62.51649.8 % 37.2 % 1,8409,758190261

Raw data:


EDMT17