ODTI: Utilization of Occluded Detections and Target Information in Multi-Person 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.
Short name:
ODTI
Detector:
Private
Description:
Reference:
D. Stadler. Utilization of Occluded Detections and Target Information in Multi-Person Tracking. In , 2024.
Last submitted:
December 16, 2024 (1 day ago)
Published:
December 16, 2024 at 15:21:08 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
V100
Runtime:
15.4 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 82.5 | 82.7 | 66.7 | 1,446 (61.4) | 309 (13.1) | 31,434 | 66,267 | 88.3 | 94.1 | 67.1 | 66.5 | 72.9 | 79.2 | 72.9 | 77.7 | 83.1 | 1.8 | 993 (0.0) | 1,560 (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 | 61.9 | 67.1 | 54.7 | 11 | 5 | 609 | 1,844 | 71.4 | 88.3 | 57.2 | 52.3 | 62.5 | 78.7 | 59.2 | 73.2 | 83.5 | 1.4 | 7 | 14 |
| MOT17-01-FRCNN | 61.9 | 67.1 | 54.7 | 11 | 5 | 609 | 1,844 | 71.4 | 88.3 | 57.2 | 52.3 | 62.5 | 78.7 | 59.2 | 73.2 | 83.5 | 1.4 | 7 | 14 |
| MOT17-01-SDP | 61.9 | 67.1 | 54.7 | 11 | 5 | 609 | 1,844 | 71.4 | 88.3 | 57.2 | 52.3 | 62.5 | 78.7 | 59.2 | 73.2 | 83.5 | 1.4 | 7 | 14 |
| MOT17-03-DPM | 93.6 | 91.9 | 73.9 | 141 | 1 | 3,411 | 3,287 | 96.9 | 96.7 | 73.7 | 74.3 | 78.5 | 81.3 | 79.8 | 79.7 | 83.0 | 2.3 | 32 | 74 |
| MOT17-03-FRCNN | 93.6 | 91.9 | 73.9 | 141 | 1 | 3,411 | 3,287 | 96.9 | 96.7 | 73.7 | 74.3 | 78.5 | 81.3 | 79.8 | 79.7 | 83.0 | 2.3 | 32 | 74 |
| MOT17-03-SDP | 93.6 | 91.9 | 73.9 | 141 | 1 | 3,411 | 3,287 | 96.9 | 96.7 | 73.7 | 74.3 | 78.5 | 81.3 | 79.8 | 79.7 | 83.0 | 2.3 | 32 | 74 |
| MOT17-06-DPM | 64.6 | 67.6 | 54.4 | 114 | 55 | 1,146 | 2,986 | 74.7 | 88.5 | 54.3 | 54.7 | 73.2 | 65.2 | 61.8 | 73.3 | 82.7 | 1.0 | 43 | 133 |
| MOT17-06-FRCNN | 64.6 | 67.6 | 54.4 | 114 | 55 | 1,146 | 2,986 | 74.7 | 88.5 | 54.3 | 54.7 | 73.2 | 65.2 | 61.8 | 73.3 | 82.7 | 1.0 | 43 | 133 |
| MOT17-06-SDP | 64.6 | 67.6 | 54.4 | 114 | 55 | 1,146 | 2,986 | 74.7 | 88.5 | 54.3 | 54.7 | 73.2 | 65.2 | 61.8 | 73.3 | 82.7 | 1.0 | 43 | 133 |
| MOT17-07-DPM | 74.7 | 70.4 | 57.3 | 39 | 2 | 1,370 | 2,835 | 83.2 | 91.1 | 53.0 | 62.2 | 57.6 | 78.4 | 69.5 | 76.1 | 83.5 | 2.7 | 63 | 83 |
| MOT17-07-FRCNN | 74.7 | 70.4 | 57.3 | 39 | 2 | 1,370 | 2,835 | 83.2 | 91.1 | 53.0 | 62.2 | 57.6 | 78.4 | 69.5 | 76.1 | 83.5 | 2.7 | 63 | 83 |
| MOT17-07-SDP | 74.7 | 70.4 | 57.3 | 39 | 2 | 1,370 | 2,835 | 83.2 | 91.1 | 53.0 | 62.2 | 57.6 | 78.4 | 69.5 | 76.1 | 83.5 | 2.7 | 63 | 83 |
| MOT17-08-DPM | 69.8 | 63.9 | 53.9 | 43 | 6 | 1,455 | 4,800 | 77.3 | 91.8 | 50.5 | 58.3 | 57.4 | 72.2 | 64.4 | 76.5 | 83.3 | 2.3 | 121 | 116 |
| MOT17-08-FRCNN | 69.8 | 63.9 | 53.9 | 43 | 6 | 1,455 | 4,800 | 77.3 | 91.8 | 50.5 | 58.3 | 57.4 | 72.2 | 64.4 | 76.5 | 83.3 | 2.3 | 121 | 116 |
| MOT17-08-SDP | 69.8 | 63.9 | 53.9 | 43 | 6 | 1,455 | 4,800 | 77.3 | 91.8 | 50.5 | 58.3 | 57.4 | 72.2 | 64.4 | 76.5 | 83.3 | 2.3 | 121 | 116 |
| MOT17-12-DPM | 71.5 | 79.7 | 65.1 | 46 | 18 | 495 | 1,959 | 77.4 | 93.1 | 69.4 | 61.3 | 76.0 | 81.1 | 66.9 | 80.5 | 86.0 | 0.6 | 15 | 26 |
| MOT17-12-FRCNN | 71.5 | 79.7 | 65.1 | 46 | 18 | 495 | 1,959 | 77.4 | 93.1 | 69.4 | 61.3 | 76.0 | 81.1 | 66.9 | 80.5 | 86.0 | 0.6 | 15 | 26 |
| MOT17-12-SDP | 71.5 | 79.7 | 65.1 | 46 | 18 | 495 | 1,959 | 77.4 | 93.1 | 69.4 | 61.3 | 76.0 | 81.1 | 66.9 | 80.5 | 86.0 | 0.6 | 15 | 26 |
| MOT17-14-DPM | 65.3 | 75.9 | 57.2 | 88 | 16 | 1,992 | 4,378 | 76.3 | 87.6 | 61.6 | 53.5 | 66.5 | 79.2 | 61.4 | 70.5 | 81.7 | 2.7 | 50 | 74 |
| MOT17-14-FRCNN | 65.3 | 75.9 | 57.2 | 88 | 16 | 1,992 | 4,378 | 76.3 | 87.6 | 61.6 | 53.5 | 66.5 | 79.2 | 61.4 | 70.5 | 81.7 | 2.7 | 50 | 74 |
| MOT17-14-SDP | 65.3 | 75.9 | 57.2 | 88 | 16 | 1,992 | 4,378 | 76.3 | 87.6 | 61.6 | 53.5 | 66.5 | 79.2 | 61.4 | 70.5 | 81.7 | 2.7 | 50 | 74 |
Raw data:
