CTrackerV1: Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking

MOT17-01-DPM


Benchmark:

MOT17 | MOT16 |

Short name:

CTrackerV1

Detector:

Private

Description:

Project page / code:

n/a

Reference:

Anonymous submission

Processing:

Online

Last submitted:

March 09, 2020 (2 months ago)

Published:

March 09, 2020 at 10:51:43 CET

Submissions:

1

Open source:

No

Hardware:

Tesla P40, cuDNN v7, Intel Xeon E5-2699v4@2.20GHz

Runtime:

6.8 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1766.657.478.2759 (32.2)570 (24.2)22,284160,49171.694.81.35,529 (77.3)9,114 (127.4)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM51.244.478.7672022,89155.294.60.454108
MOT17-01-FRCNN51.244.478.7672022,89155.294.60.454108
MOT17-01-SDP51.244.478.7672022,89155.294.60.454108
MOT17-03-DPM84.966.577.912315,13310,21190.294.83.44791,022
MOT17-03-FRCNN84.966.577.912315,13310,21190.294.83.44791,022
MOT17-03-SDP84.966.577.912315,13310,21190.294.83.44791,022
MOT17-06-DPM56.155.278.266545164,39862.793.50.4261361
MOT17-06-FRCNN56.155.278.266545164,39862.793.50.4261361
MOT17-06-SDP56.155.278.266545164,39862.793.50.4261361
MOT17-07-DPM50.241.079.313144247,76154.195.60.8228454
MOT17-07-FRCNN50.241.079.313144247,76154.195.60.8228454
MOT17-07-SDP50.241.079.313144247,76154.195.60.8228454
MOT17-08-DPM31.629.681.2113240513,82834.594.70.6212343
MOT17-08-FRCNN31.629.681.2113240513,82834.594.70.6212343
MOT17-08-SDP31.629.681.2113240513,82834.594.70.6212343
MOT17-12-DPM47.055.779.21732914,43248.997.90.169154
MOT17-12-FRCNN47.055.779.21732914,43248.997.90.169154
MOT17-12-SDP47.055.779.21732914,43248.997.90.169154
MOT17-14-DPM39.542.777.417506579,97646.092.80.9540596
MOT17-14-FRCNN39.542.777.417506579,97646.092.80.9540596
MOT17-14-SDP39.542.777.417506579,97646.092.80.9540596

Raw data:


CTrackerV1