Short name:
TIFTrack
Detector:
Private
Description:
Reference:
Last submitted:
January 05, 2025 (2 days ago)
Published:
January 05, 2025 at 08:11:00 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
2080 Ti
Runtime:
11.5 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 | 82.0 | 83.5 | 67.1 | 1,347 (57.2) | 339 (14.4) | 22,893 | 78,054 | 86.2 | 95.5 | 68.5 | 66.0 | 74.3 | 80.0 | 71.3 | 79.0 | 83.3 | 1.3 | 765 (0.0) | 1,437 (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 | 65.0 | 77.8 | 61.0 | 10 | 6 | 361 | 1,891 | 70.7 | 92.7 | 69.2 | 53.9 | 74.3 | 81.9 | 58.7 | 77.0 | 83.7 | 0.8 | 4 | 9 |
MOT17-01-FRCNN | 65.0 | 77.8 | 61.0 | 10 | 6 | 361 | 1,891 | 70.7 | 92.7 | 69.2 | 53.9 | 74.3 | 81.9 | 58.7 | 77.0 | 83.7 | 0.8 | 4 | 9 |
MOT17-01-SDP | 65.0 | 77.8 | 61.0 | 10 | 6 | 361 | 1,891 | 70.7 | 92.7 | 69.2 | 53.9 | 74.3 | 81.9 | 58.7 | 77.0 | 83.7 | 0.8 | 4 | 9 |
MOT17-03-DPM | 93.4 | 92.4 | 74.3 | 144 | 1 | 3,555 | 3,290 | 96.9 | 96.6 | 74.7 | 74.2 | 79.7 | 81.8 | 79.8 | 79.6 | 83.1 | 2.4 | 25 | 79 |
MOT17-03-FRCNN | 93.4 | 92.4 | 74.3 | 144 | 1 | 3,555 | 3,290 | 96.9 | 96.6 | 74.7 | 74.2 | 79.7 | 81.8 | 79.8 | 79.6 | 83.1 | 2.4 | 25 | 79 |
MOT17-03-SDP | 93.4 | 92.4 | 74.3 | 144 | 1 | 3,555 | 3,290 | 96.9 | 96.6 | 74.7 | 74.2 | 79.7 | 81.8 | 79.8 | 79.6 | 83.1 | 2.4 | 25 | 79 |
MOT17-06-DPM | 64.9 | 70.3 | 55.8 | 115 | 57 | 1,050 | 3,060 | 74.0 | 89.3 | 57.3 | 54.6 | 74.2 | 67.9 | 61.2 | 73.8 | 82.6 | 0.9 | 21 | 103 |
MOT17-06-FRCNN | 64.9 | 70.3 | 55.8 | 115 | 57 | 1,050 | 3,060 | 74.0 | 89.3 | 57.3 | 54.6 | 74.2 | 67.9 | 61.2 | 73.8 | 82.6 | 0.9 | 21 | 103 |
MOT17-06-SDP | 64.9 | 70.3 | 55.8 | 115 | 57 | 1,050 | 3,060 | 74.0 | 89.3 | 57.3 | 54.6 | 74.2 | 67.9 | 61.2 | 73.8 | 82.6 | 0.9 | 21 | 103 |
MOT17-07-DPM | 75.3 | 71.5 | 58.2 | 33 | 4 | 436 | 3,691 | 78.2 | 96.8 | 55.3 | 61.4 | 58.5 | 81.5 | 65.3 | 80.8 | 84.1 | 0.9 | 53 | 75 |
MOT17-07-FRCNN | 75.3 | 71.5 | 58.2 | 33 | 4 | 436 | 3,691 | 78.2 | 96.8 | 55.3 | 61.4 | 58.5 | 81.5 | 65.3 | 80.8 | 84.1 | 0.9 | 53 | 75 |
MOT17-07-SDP | 75.3 | 71.5 | 58.2 | 33 | 4 | 436 | 3,691 | 78.2 | 96.8 | 55.3 | 61.4 | 58.5 | 81.5 | 65.3 | 80.8 | 84.1 | 0.9 | 53 | 75 |
MOT17-08-DPM | 65.6 | 61.9 | 52.1 | 37 | 6 | 926 | 6,243 | 70.4 | 94.1 | 50.1 | 54.8 | 57.6 | 71.4 | 59.0 | 78.9 | 83.8 | 1.5 | 98 | 125 |
MOT17-08-FRCNN | 65.6 | 61.9 | 52.1 | 37 | 6 | 926 | 6,243 | 70.4 | 94.1 | 50.1 | 54.8 | 57.6 | 71.4 | 59.0 | 78.9 | 83.8 | 1.5 | 98 | 125 |
MOT17-08-SDP | 65.6 | 61.9 | 52.1 | 37 | 6 | 926 | 6,243 | 70.4 | 94.1 | 50.1 | 54.8 | 57.6 | 71.4 | 59.0 | 78.9 | 83.8 | 1.5 | 98 | 125 |
MOT17-12-DPM | 71.8 | 80.1 | 65.3 | 42 | 19 | 238 | 2,188 | 74.8 | 96.5 | 70.2 | 60.9 | 76.4 | 82.6 | 64.7 | 83.4 | 86.4 | 0.3 | 15 | 27 |
MOT17-12-FRCNN | 71.8 | 80.1 | 65.3 | 42 | 19 | 238 | 2,188 | 74.8 | 96.5 | 70.2 | 60.9 | 76.4 | 82.6 | 64.7 | 83.4 | 86.4 | 0.3 | 15 | 27 |
MOT17-12-SDP | 71.8 | 80.1 | 65.3 | 42 | 19 | 238 | 2,188 | 74.8 | 96.5 | 70.2 | 60.9 | 76.4 | 82.6 | 64.7 | 83.4 | 86.4 | 0.3 | 15 | 27 |
MOT17-14-DPM | 63.4 | 74.4 | 55.3 | 68 | 20 | 1,065 | 5,655 | 69.4 | 92.3 | 59.4 | 51.8 | 63.6 | 79.2 | 56.5 | 75.1 | 82.1 | 1.4 | 39 | 61 |
MOT17-14-FRCNN | 63.4 | 74.4 | 55.3 | 68 | 20 | 1,065 | 5,655 | 69.4 | 92.3 | 59.4 | 51.8 | 63.6 | 79.2 | 56.5 | 75.1 | 82.1 | 1.4 | 39 | 61 |
MOT17-14-SDP | 63.4 | 74.4 | 55.3 | 68 | 20 | 1,065 | 5,655 | 69.4 | 92.3 | 59.4 | 51.8 | 63.6 | 79.2 | 56.5 | 75.1 | 82.1 | 1.4 | 39 | 61 |
Raw data: