HSTrack: Open-Vocabulary Tracking with Hierarchical Semantic Learning


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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.

Benchmark:

MOT17 |

Short name:

HSTrack

Detector:

Private

Description:

Reference:

Last submitted:

May 13, 2024 (1 month ago)

Published:

May 13, 2024 at 15:23:28 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

GPU

Runtime:

16.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1769.868.855.8990 (42.0)510 (21.7)29,079138,16575.593.655.756.460.677.561.376.081.81.63,216 (0.0)7,551 (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-DPM46.142.937.7792753,14851.292.337.338.440.273.641.073.981.00.651103
MOT17-01-FRCNN46.142.937.7792753,14851.292.337.338.440.273.641.073.981.00.651103
MOT17-01-SDP46.142.937.7792753,14851.292.337.338.440.273.641.073.981.00.651103
MOT17-03-DPM88.281.765.512102,9549,20791.297.062.469.066.579.974.078.782.12.0233805
MOT17-03-FRCNN88.281.765.512102,9549,20791.297.062.469.066.579.974.078.782.12.0233805
MOT17-03-SDP88.281.765.512102,9549,20791.297.062.469.066.579.974.078.782.12.0233805
MOT17-06-DPM60.561.549.6112391,7012,79376.384.146.453.464.761.162.969.382.31.4163285
MOT17-06-FRCNN60.561.549.6112391,7012,79376.384.146.453.464.761.162.969.382.31.4163285
MOT17-06-SDP60.561.549.6112391,7012,79376.384.146.453.464.761.162.969.382.31.4163285
MOT17-07-DPM51.848.540.12182,0455,92364.984.336.644.938.974.651.466.779.24.1171372
MOT17-07-FRCNN51.848.540.12182,0455,92364.984.336.644.938.974.651.466.779.24.1171372
MOT17-07-SDP51.848.540.12182,0455,92364.984.336.644.938.974.651.466.779.24.1171372
MOT17-08-DPM35.936.633.518291,18812,13042.688.334.433.338.373.535.774.081.81.9223386
MOT17-08-FRCNN35.936.633.518291,18812,13042.688.334.433.338.373.535.774.081.81.9223386
MOT17-08-SDP35.936.633.518291,18812,13042.688.334.433.338.373.535.774.081.81.9223386
MOT17-12-DPM56.868.255.329266423,06164.789.761.650.068.978.155.176.584.80.738129
MOT17-12-FRCNN56.868.255.329266423,06164.789.761.650.068.978.155.176.584.80.738129
MOT17-12-SDP56.868.255.329266423,06164.789.761.650.068.978.155.176.584.80.738129
MOT17-14-DPM41.248.836.222598889,79347.090.738.134.741.074.137.271.779.81.2193437
MOT17-14-FRCNN41.248.836.222598889,79347.090.738.134.741.074.137.271.779.81.2193437
MOT17-14-SDP41.248.836.222598889,79347.090.738.134.741.074.137.271.779.81.2193437

Raw data: