DcMOTv1: Jointing Recurrent Across-Channel and Spatial Attention for Multi-Object Tracking with Block-Erasing Data Augmentation


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT16 | MOT17 | MOT20 |

Short name:

DcMOTv1

Detector:

Private

Description:

Reference:

Last submitted:

December 12, 2022 (1 month ago)

Published:

December 08, 2022 at 07:52:11 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

GPU 1080TI

Runtime:

20.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1774.575.261.3990 (42.0)399 (16.9)28,983112,46480.194.061.661.268.177.066.678.283.61.62,682 (0.0)7,308 (0.0)

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-DPM61.162.950.91071222,36363.497.152.050.157.377.752.780.783.80.324100
MOT17-01-FRCNN61.162.950.91071222,36363.497.152.050.157.377.752.780.783.80.324100
MOT17-01-SDP61.162.950.91071222,36363.497.152.050.157.377.752.780.783.80.324100
MOT17-03-DPM89.785.570.814105,7224,85395.494.668.373.675.279.480.579.884.53.8162588
MOT17-03-FRCNN89.785.570.814105,7224,85395.494.668.373.675.279.480.579.884.53.8162588
MOT17-03-SDP89.785.570.814105,7224,85395.494.668.373.675.279.480.579.884.53.8162588
MOT17-06-DPM63.865.151.779483063,80467.796.351.052.558.972.555.779.283.00.3153269
MOT17-06-FRCNN63.865.151.779483063,80467.796.351.052.558.972.555.779.283.00.3153269
MOT17-06-SDP63.865.151.779483063,80467.796.351.052.558.972.555.779.283.00.3153269
MOT17-07-DPM67.366.951.72238244,58372.993.749.254.753.773.559.476.482.31.6121383
MOT17-07-FRCNN67.366.951.72238244,58372.993.749.254.753.773.559.476.482.31.6121383
MOT17-07-SDP67.366.951.72238244,58372.993.749.254.753.773.559.476.482.31.6121383
MOT17-08-DPM43.843.036.6182139211,29646.596.237.336.641.766.638.178.982.60.6180431
MOT17-08-FRCNN43.843.036.6182139211,29646.596.237.336.641.766.638.178.982.60.6180431
MOT17-08-SDP43.843.036.6182139211,29646.596.237.336.641.766.638.178.982.60.6180431
MOT17-12-DPM54.364.550.927179382,98265.685.855.247.364.072.153.870.482.51.045182
MOT17-12-FRCNN54.364.550.927179382,98265.685.855.247.364.072.153.870.482.51.045182
MOT17-12-SDP54.364.550.927179382,98265.685.855.247.364.072.153.870.482.51.045182
MOT17-14-DPM50.462.643.733371,3577,60758.888.947.340.851.671.744.967.978.21.8209483
MOT17-14-FRCNN50.462.643.733371,3577,60758.888.947.340.851.671.744.967.978.21.8209483
MOT17-14-SDP50.462.643.733371,3577,60758.888.947.340.851.671.744.967.978.21.8209483

Raw data: