Pointracker: Point matching is crucial for establishing the correspondence between objects across frames in 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 |
Short name:
Pointracker
Detector:
Private
Description:
Reference:
Last submitted:
June 07, 2025 (15 hours ago)
Published:
June 07, 2025 at 06:05:04 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
nvida 2080ti
Runtime:
4.9 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 77.1 | 74.4 | 60.9 | 1,008 (42.8) | 453 (19.2) | 13,563 | 113,061 | 80.0 | 97.1 | 60.0 | 62.2 | 65.3 | 77.0 | 66.1 | 80.2 | 83.3 | 0.8 | 2,322 (0.0) | 6,210 (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-DPM | 59.5 | 65.8 | 53.3 | 8 | 5 | 187 | 2,411 | 62.6 | 95.6 | 57.4 | 49.5 | 62.1 | 80.1 | 52.4 | 80.0 | 84.1 | 0.4 | 14 | 122 |
| MOT17-01-FRCNN | 59.5 | 65.8 | 53.3 | 8 | 5 | 187 | 2,411 | 62.6 | 95.6 | 57.4 | 49.5 | 62.1 | 80.1 | 52.4 | 80.0 | 84.1 | 0.4 | 14 | 122 |
| MOT17-01-SDP | 59.5 | 65.8 | 53.3 | 8 | 5 | 187 | 2,411 | 62.6 | 95.6 | 57.4 | 49.5 | 62.1 | 80.1 | 52.4 | 80.0 | 84.1 | 0.4 | 14 | 122 |
| MOT17-03-DPM | 91.9 | 86.2 | 70.1 | 141 | 0 | 2,900 | 5,479 | 94.8 | 97.2 | 67.7 | 72.9 | 72.9 | 79.5 | 78.0 | 79.9 | 83.0 | 1.9 | 98 | 493 |
| MOT17-03-FRCNN | 91.9 | 86.2 | 70.1 | 141 | 0 | 2,900 | 5,479 | 94.8 | 97.2 | 67.7 | 72.9 | 72.9 | 79.5 | 78.0 | 79.9 | 83.0 | 1.9 | 98 | 493 |
| MOT17-03-SDP | 91.9 | 86.2 | 70.1 | 141 | 0 | 2,900 | 5,479 | 94.8 | 97.2 | 67.7 | 72.9 | 72.9 | 79.5 | 78.0 | 79.9 | 83.0 | 1.9 | 98 | 493 |
| MOT17-06-DPM | 61.1 | 59.0 | 48.6 | 82 | 60 | 344 | 4,033 | 65.8 | 95.8 | 46.7 | 51.0 | 56.0 | 67.4 | 54.3 | 79.1 | 83.4 | 0.3 | 206 | 236 |
| MOT17-06-FRCNN | 61.1 | 59.0 | 48.6 | 82 | 60 | 344 | 4,033 | 65.8 | 95.8 | 46.7 | 51.0 | 56.0 | 67.4 | 54.3 | 79.1 | 83.4 | 0.3 | 206 | 236 |
| MOT17-06-SDP | 61.1 | 59.0 | 48.6 | 82 | 60 | 344 | 4,033 | 65.8 | 95.8 | 46.7 | 51.0 | 56.0 | 67.4 | 54.3 | 79.1 | 83.4 | 0.3 | 206 | 236 |
| MOT17-07-DPM | 68.3 | 53.9 | 46.2 | 25 | 6 | 263 | 4,959 | 70.6 | 97.8 | 38.6 | 55.6 | 42.6 | 70.8 | 58.6 | 81.1 | 83.8 | 0.5 | 132 | 324 |
| MOT17-07-FRCNN | 68.3 | 53.9 | 46.2 | 25 | 6 | 263 | 4,959 | 70.6 | 97.8 | 38.6 | 55.6 | 42.6 | 70.8 | 58.6 | 81.1 | 83.8 | 0.5 | 132 | 324 |
| MOT17-07-SDP | 68.3 | 53.9 | 46.2 | 25 | 6 | 263 | 4,959 | 70.6 | 97.8 | 38.6 | 55.6 | 42.6 | 70.8 | 58.6 | 81.1 | 83.8 | 0.5 | 132 | 324 |
| MOT17-08-DPM | 56.9 | 49.1 | 42.9 | 25 | 8 | 608 | 8,284 | 60.8 | 95.5 | 39.0 | 48.0 | 45.8 | 64.2 | 51.0 | 80.0 | 84.2 | 1.0 | 218 | 456 |
| MOT17-08-FRCNN | 56.9 | 49.1 | 42.9 | 25 | 8 | 608 | 8,284 | 60.8 | 95.5 | 39.0 | 48.0 | 45.8 | 64.2 | 51.0 | 80.0 | 84.2 | 1.0 | 218 | 456 |
| MOT17-08-SDP | 56.9 | 49.1 | 42.9 | 25 | 8 | 608 | 8,284 | 60.8 | 95.5 | 39.0 | 48.0 | 45.8 | 64.2 | 51.0 | 80.0 | 84.2 | 1.0 | 218 | 456 |
| MOT17-12-DPM | 64.8 | 66.4 | 56.1 | 33 | 22 | 117 | 2,905 | 66.5 | 98.0 | 57.7 | 54.8 | 64.8 | 76.3 | 57.3 | 84.4 | 86.1 | 0.1 | 28 | 136 |
| MOT17-12-FRCNN | 64.8 | 66.4 | 56.1 | 33 | 22 | 117 | 2,905 | 66.5 | 98.0 | 57.7 | 54.8 | 64.8 | 76.3 | 57.3 | 84.4 | 86.1 | 0.1 | 28 | 136 |
| MOT17-12-SDP | 64.8 | 66.4 | 56.1 | 33 | 22 | 117 | 2,905 | 66.5 | 98.0 | 57.7 | 54.8 | 64.8 | 76.3 | 57.3 | 84.4 | 86.1 | 0.1 | 28 | 136 |
| MOT17-14-DPM | 47.0 | 57.9 | 41.6 | 22 | 50 | 102 | 9,616 | 48.0 | 98.9 | 45.8 | 37.9 | 48.2 | 80.6 | 39.2 | 80.8 | 82.9 | 0.1 | 78 | 303 |
| MOT17-14-FRCNN | 47.0 | 57.9 | 41.6 | 22 | 50 | 102 | 9,616 | 48.0 | 98.9 | 45.8 | 37.9 | 48.2 | 80.6 | 39.2 | 80.8 | 82.9 | 0.1 | 78 | 303 |
| MOT17-14-SDP | 47.0 | 57.9 | 41.6 | 22 | 50 | 102 | 9,616 | 48.0 | 98.9 | 45.8 | 37.9 | 48.2 | 80.6 | 39.2 | 80.8 | 82.9 | 0.1 | 78 | 303 |
Raw data:
