SPAM: SPAMming Labels: Efficient Annotations for the Trackers of Tomorrow
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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.
Rendering of new sequences is currently deactivated due to heavy load.
Short name:
SPAM
Detector:
Private
Description:
Reference:
O. Cetintas, T. Meinhardt, G. Bras'o, L. Leal-Taix'e. SPAMming Labels: Efficient Annotations for the Trackers of Tomorrow. In European Conference on Computer Vision, 2024.
Last submitted:
July 18, 2024 (3 months ago)
Published:
July 18, 2024 at 14:22:29 CET
Submissions:
1
Project page / code:
n/a
Open source:
Yes
Hardware:
RTX 8000
Runtime:
22.2 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 | 80.7 | 84.6 | 67.5 | 1,392 (59.1) | 273 (11.6) | 35,994 | 71,796 | 87.3 | 93.2 | 70.0 | 65.4 | 75.2 | 81.5 | 72.1 | 77.0 | 83.0 | 2.0 | 1,161 (0.0) | 1,968 (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 | 60.6 | 73.1 | 59.2 | 16 | 4 | 1,028 | 1,503 | 76.7 | 82.8 | 66.6 | 52.7 | 72.3 | 80.5 | 63.2 | 68.2 | 82.9 | 2.3 | 8 | 32 |
| MOT17-01-FRCNN | 60.6 | 73.1 | 59.2 | 16 | 4 | 1,028 | 1,503 | 76.7 | 82.8 | 66.6 | 52.7 | 72.3 | 80.5 | 63.2 | 68.2 | 82.9 | 2.3 | 8 | 32 |
| MOT17-01-SDP | 60.6 | 73.1 | 59.2 | 16 | 4 | 1,028 | 1,503 | 76.7 | 82.8 | 66.6 | 52.7 | 72.3 | 80.5 | 63.2 | 68.2 | 82.9 | 2.3 | 8 | 32 |
| MOT17-03-DPM | 93.0 | 93.5 | 74.9 | 143 | 0 | 3,874 | 3,412 | 96.7 | 96.3 | 76.3 | 73.8 | 80.3 | 83.2 | 79.6 | 79.3 | 82.9 | 2.6 | 42 | 111 |
| MOT17-03-FRCNN | 93.0 | 93.5 | 74.9 | 143 | 0 | 3,874 | 3,412 | 96.7 | 96.3 | 76.3 | 73.8 | 80.3 | 83.2 | 79.6 | 79.3 | 82.9 | 2.6 | 42 | 111 |
| MOT17-03-SDP | 93.0 | 93.5 | 74.9 | 143 | 0 | 3,874 | 3,412 | 96.7 | 96.3 | 76.3 | 73.8 | 80.3 | 83.2 | 79.6 | 79.3 | 82.9 | 2.6 | 42 | 111 |
| MOT17-06-DPM | 68.1 | 71.7 | 57.9 | 125 | 42 | 1,098 | 2,627 | 77.7 | 89.3 | 58.1 | 57.9 | 75.4 | 69.1 | 65.3 | 75.0 | 83.9 | 0.9 | 38 | 82 |
| MOT17-06-FRCNN | 68.1 | 71.7 | 57.9 | 125 | 42 | 1,098 | 2,627 | 77.7 | 89.3 | 58.1 | 57.9 | 75.4 | 69.1 | 65.3 | 75.0 | 83.9 | 0.9 | 38 | 82 |
| MOT17-06-SDP | 68.1 | 71.7 | 57.9 | 125 | 42 | 1,098 | 2,627 | 77.7 | 89.3 | 58.1 | 57.9 | 75.4 | 69.1 | 65.3 | 75.0 | 83.9 | 0.9 | 38 | 82 |
| MOT17-07-DPM | 72.9 | 80.3 | 62.4 | 39 | 3 | 1,700 | 2,809 | 83.4 | 89.2 | 64.0 | 61.0 | 69.8 | 78.5 | 69.2 | 74.1 | 82.5 | 3.4 | 69 | 112 |
| MOT17-07-FRCNN | 72.9 | 80.3 | 62.4 | 39 | 3 | 1,700 | 2,809 | 83.4 | 89.2 | 64.0 | 61.0 | 69.8 | 78.5 | 69.2 | 74.1 | 82.5 | 3.4 | 69 | 112 |
| MOT17-07-SDP | 72.9 | 80.3 | 62.4 | 39 | 3 | 1,700 | 2,809 | 83.4 | 89.2 | 64.0 | 61.0 | 69.8 | 78.5 | 69.2 | 74.1 | 82.5 | 3.4 | 69 | 112 |
| MOT17-08-DPM | 68.1 | 67.7 | 55.4 | 36 | 7 | 1,382 | 5,232 | 75.2 | 92.0 | 54.7 | 56.8 | 59.2 | 79.6 | 62.5 | 76.5 | 83.1 | 2.2 | 118 | 151 |
| MOT17-08-FRCNN | 68.1 | 67.7 | 55.4 | 36 | 7 | 1,382 | 5,232 | 75.2 | 92.0 | 54.7 | 56.8 | 59.2 | 79.6 | 62.5 | 76.5 | 83.1 | 2.2 | 118 | 151 |
| MOT17-08-SDP | 68.1 | 67.7 | 55.4 | 36 | 7 | 1,382 | 5,232 | 75.2 | 92.0 | 54.7 | 56.8 | 59.2 | 79.6 | 62.5 | 76.5 | 83.1 | 2.2 | 118 | 151 |
| MOT17-12-DPM | 55.9 | 74.4 | 60.6 | 55 | 9 | 2,321 | 1,472 | 83.0 | 75.6 | 67.3 | 54.6 | 75.7 | 78.8 | 71.2 | 64.8 | 85.0 | 2.6 | 27 | 56 |
| MOT17-12-FRCNN | 55.9 | 74.4 | 60.6 | 55 | 9 | 2,321 | 1,472 | 83.0 | 75.6 | 67.3 | 54.6 | 75.7 | 78.8 | 71.2 | 64.8 | 85.0 | 2.6 | 27 | 56 |
| MOT17-12-SDP | 55.9 | 74.4 | 60.6 | 55 | 9 | 2,321 | 1,472 | 83.0 | 75.6 | 67.3 | 54.6 | 75.7 | 78.8 | 71.2 | 64.8 | 85.0 | 2.6 | 27 | 56 |
| MOT17-14-DPM | 59.1 | 69.6 | 51.3 | 50 | 26 | 595 | 6,877 | 62.8 | 95.1 | 54.9 | 48.2 | 57.4 | 83.4 | 51.3 | 77.7 | 82.6 | 0.8 | 85 | 112 |
| MOT17-14-FRCNN | 59.1 | 69.6 | 51.3 | 50 | 26 | 595 | 6,877 | 62.8 | 95.1 | 54.9 | 48.2 | 57.4 | 83.4 | 51.3 | 77.7 | 82.6 | 0.8 | 85 | 112 |
| MOT17-14-SDP | 59.1 | 69.6 | 51.3 | 50 | 26 | 595 | 6,877 | 62.8 | 95.1 | 54.9 | 48.2 | 57.4 | 83.4 | 51.3 | 77.7 | 82.6 | 0.8 | 85 | 112 |
Raw data:
