ConMOT: Contrastive Multi-Object Tracking


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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.

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:

MOT17 | MOT20 |

Short name:

ConMOT

Detector:

Private

Description:

Reference:

Last submitted:

February 08, 2023 (1 month ago)

Published:

January 19, 2023 at 16:30:30 CET

Submissions:

4

Project page / code:

n/a

Open source:

No

Hardware:

1500 MHZ,48 cores

Runtime:

27.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1781.079.964.91,323 (56.2)339 (14.4)24,45981,19885.695.264.865.370.578.570.778.783.21.41,383 (0.0)2,010 (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-DPM64.363.352.71354201,86971.091.652.353.257.678.158.775.783.40.91233
MOT17-01-FRCNN64.363.352.71354201,86971.091.652.353.257.678.158.775.783.40.91233
MOT17-01-SDP64.363.352.71354201,86971.091.652.353.257.678.158.775.783.40.91233
MOT17-03-DPM92.790.172.814403,9753,65496.596.272.373.677.480.979.479.283.02.759118
MOT17-03-FRCNN92.790.172.814403,9753,65496.596.272.373.677.480.979.479.283.02.759118
MOT17-03-SDP92.790.172.814403,9753,65496.596.272.373.677.480.979.479.283.02.759118
MOT17-06-DPM66.868.055.8119569512,91975.290.355.356.572.267.563.075.683.80.84776
MOT17-06-FRCNN66.868.055.8119569512,91975.290.355.356.572.267.563.075.683.80.84776
MOT17-06-SDP66.868.055.8119569512,91975.290.355.356.572.267.563.075.683.80.84776
MOT17-07-DPM73.964.853.13225163,79577.596.247.060.251.274.164.479.983.61.092126
MOT17-07-FRCNN73.964.853.13225163,79577.596.247.060.251.274.164.479.983.61.092126
MOT17-07-SDP73.964.853.13225163,79577.596.247.060.251.274.164.479.983.61.092126
MOT17-08-DPM66.155.748.83851,4885,49674.091.343.655.649.868.261.475.882.82.4174195
MOT17-08-FRCNN66.155.748.83851,4885,49674.091.343.655.649.868.261.475.882.82.4174195
MOT17-08-SDP66.155.748.83851,4885,49674.091.343.655.649.868.261.475.882.82.4174195
MOT17-12-DPM72.180.164.647173022,10375.795.669.060.775.181.265.082.185.90.31736
MOT17-12-FRCNN72.180.164.647173022,10375.795.669.060.775.181.265.082.185.90.31736
MOT17-12-SDP72.180.164.647173022,10375.795.669.060.775.181.265.082.185.90.31736
MOT17-14-DPM57.869.951.248285017,23060.995.756.247.059.082.549.878.382.60.76086
MOT17-14-FRCNN57.869.951.248285017,23060.995.756.247.059.082.549.878.382.60.76086
MOT17-14-SDP57.869.951.248285017,23060.995.756.247.059.082.549.878.382.60.76086

Raw data: