Short name:
ling
Detector:
Public
Description:
Reference:
Last submitted:
November 07, 2024 (1 month ago)
Published:
October 05, 2024 at 08:18:18 CET
Submissions:
4
Project page / code:
n/a
Open source:
No
Hardware:
3GHZ
Runtime:
39.7 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 | 80.5 | 78.6 | 64.2 | 1,297 (55.1) | 345 (14.6) | 26,022 | 82,492 | 85.4 | 94.9 | 63.7 | 65.1 | 69.2 | 79.1 | 70.6 | 78.5 | 83.2 | 1.5 | 1,566 (0.0) | 1,829 (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 | 64.4 | 66.2 | 55.0 | 14 | 5 | 552 | 1,730 | 73.2 | 89.5 | 56.3 | 53.8 | 61.3 | 79.2 | 60.5 | 74.0 | 83.4 | 1.2 | 15 | 18 |
| MOT17-01-FRCNN | 64.3 | 66.2 | 54.8 | 11 | 5 | 453 | 1,840 | 71.5 | 91.1 | 56.2 | 53.5 | 61.3 | 79.2 | 59.2 | 75.4 | 83.6 | 1.0 | 11 | 15 |
| MOT17-01-SDP | 64.4 | 66.2 | 55.0 | 14 | 5 | 552 | 1,730 | 73.2 | 89.5 | 56.3 | 53.8 | 61.3 | 79.2 | 60.5 | 74.0 | 83.4 | 1.2 | 15 | 18 |
| MOT17-03-DPM | 92.7 | 89.0 | 72.2 | 144 | 0 | 3,905 | 3,623 | 96.5 | 96.3 | 71.0 | 73.7 | 75.8 | 81.2 | 79.5 | 79.3 | 83.0 | 2.6 | 66 | 101 |
| MOT17-03-FRCNN | 92.7 | 89.0 | 72.2 | 144 | 0 | 3,905 | 3,623 | 96.5 | 96.3 | 71.0 | 73.7 | 75.8 | 81.2 | 79.5 | 79.3 | 83.0 | 2.6 | 66 | 101 |
| MOT17-03-SDP | 92.7 | 89.0 | 72.2 | 144 | 0 | 3,905 | 3,623 | 96.5 | 96.3 | 71.0 | 73.7 | 75.8 | 81.2 | 79.5 | 79.3 | 83.0 | 2.6 | 66 | 101 |
| MOT17-06-DPM | 64.2 | 67.3 | 53.8 | 115 | 50 | 1,319 | 2,809 | 76.2 | 87.2 | 52.8 | 54.9 | 71.4 | 64.0 | 62.9 | 72.1 | 82.8 | 1.1 | 92 | 119 |
| MOT17-06-FRCNN | 65.1 | 69.6 | 55.5 | 107 | 57 | 928 | 3,108 | 73.6 | 90.3 | 56.4 | 54.8 | 70.3 | 69.7 | 61.0 | 74.8 | 83.0 | 0.8 | 77 | 104 |
| MOT17-06-SDP | 64.2 | 67.3 | 53.8 | 115 | 50 | 1,319 | 2,809 | 76.2 | 87.2 | 52.8 | 54.9 | 71.4 | 64.0 | 62.9 | 72.1 | 82.8 | 1.1 | 92 | 119 |
| MOT17-07-DPM | 75.4 | 61.2 | 52.2 | 31 | 4 | 420 | 3,657 | 78.4 | 96.9 | 44.3 | 61.7 | 48.1 | 75.0 | 65.5 | 81.0 | 84.1 | 0.8 | 79 | 86 |
| MOT17-07-FRCNN | 75.4 | 61.2 | 52.2 | 31 | 4 | 420 | 3,657 | 78.4 | 96.9 | 44.3 | 61.7 | 48.1 | 75.0 | 65.5 | 81.0 | 84.1 | 0.8 | 79 | 86 |
| MOT17-07-SDP | 75.4 | 61.2 | 52.2 | 31 | 4 | 420 | 3,657 | 78.4 | 96.9 | 44.3 | 61.7 | 48.1 | 75.0 | 65.5 | 81.0 | 84.1 | 0.8 | 79 | 86 |
| MOT17-08-DPM | 64.7 | 54.9 | 48.5 | 35 | 7 | 1,087 | 6,192 | 70.7 | 93.2 | 43.8 | 54.6 | 50.5 | 71.2 | 59.1 | 78.0 | 83.5 | 1.7 | 181 | 175 |
| MOT17-08-FRCNN | 64.7 | 54.9 | 48.5 | 35 | 7 | 1,087 | 6,192 | 70.7 | 93.2 | 43.8 | 54.6 | 50.5 | 71.2 | 59.1 | 78.0 | 83.5 | 1.7 | 181 | 175 |
| MOT17-08-SDP | 64.7 | 54.9 | 48.5 | 35 | 7 | 1,087 | 6,192 | 70.7 | 93.2 | 43.8 | 54.6 | 50.5 | 71.2 | 59.1 | 78.0 | 83.5 | 1.7 | 181 | 175 |
| MOT17-12-DPM | 63.2 | 75.9 | 62.9 | 58 | 12 | 1,601 | 1,559 | 82.0 | 81.6 | 68.9 | 57.5 | 75.4 | 81.6 | 70.3 | 70.0 | 85.3 | 1.8 | 32 | 44 |
| MOT17-12-FRCNN | 72.4 | 79.4 | 65.1 | 47 | 17 | 299 | 2,075 | 76.1 | 95.7 | 69.1 | 61.4 | 74.6 | 82.8 | 65.6 | 82.5 | 86.0 | 0.3 | 19 | 25 |
| MOT17-12-SDP | 63.2 | 75.9 | 62.9 | 58 | 12 | 1,601 | 1,559 | 82.0 | 81.6 | 68.9 | 57.5 | 75.4 | 81.6 | 70.3 | 70.0 | 85.3 | 1.8 | 32 | 44 |
| MOT17-14-DPM | 57.9 | 67.6 | 50.0 | 45 | 30 | 475 | 7,237 | 60.8 | 95.9 | 53.6 | 47.0 | 56.4 | 81.7 | 49.7 | 78.4 | 82.7 | 0.6 | 76 | 87 |
| MOT17-14-FRCNN | 53.2 | 65.1 | 47.6 | 38 | 39 | 212 | 8,383 | 54.6 | 97.9 | 52.7 | 43.2 | 55.1 | 83.0 | 44.9 | 80.5 | 83.1 | 0.3 | 51 | 63 |
| MOT17-14-SDP | 57.9 | 67.6 | 50.0 | 45 | 30 | 475 | 7,237 | 60.8 | 95.9 | 53.6 | 47.0 | 56.4 | 81.7 | 49.7 | 78.4 | 82.7 | 0.6 | 76 | 87 |
Raw data: