Short name:
Anti_Sort
Detector:
Public
Description:
Reference:
Last submitted:
March 29, 2023 (1 year ago)
Published:
February 01, 2024 at 02:38:40 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
RTX 2060
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 | 63.2 | 61.8 | 50.5 | 897 (38.1) | 414 (17.6) | 47,598 | 157,581 | 72.1 | 89.5 | 47.5 | 53.8 | 57.6 | 65.5 | 60.0 | 74.5 | 82.7 | 2.7 | 2,616 (0.0) | 5,031 (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 | 49.0 | 59.4 | 48.9 | 13 | 4 | 1,254 | 1,997 | 69.0 | 78.0 | 51.5 | 46.7 | 58.4 | 73.9 | 57.2 | 64.7 | 82.5 | 2.8 | 37 | 83 |
| MOT17-01-FRCNN | 49.0 | 59.4 | 48.9 | 13 | 4 | 1,254 | 1,997 | 69.0 | 78.0 | 51.5 | 46.7 | 58.4 | 73.9 | 57.2 | 64.7 | 82.5 | 2.8 | 37 | 83 |
| MOT17-01-SDP | 49.0 | 59.4 | 48.9 | 13 | 4 | 1,254 | 1,997 | 69.0 | 78.0 | 51.5 | 46.7 | 58.4 | 73.9 | 57.2 | 64.7 | 82.5 | 2.8 | 37 | 83 |
| MOT17-03-DPM | 73.9 | 71.3 | 57.9 | 86 | 19 | 5,189 | 21,975 | 79.0 | 94.1 | 53.7 | 62.6 | 63.7 | 68.7 | 67.3 | 80.1 | 84.0 | 3.5 | 123 | 353 |
| MOT17-03-FRCNN | 73.9 | 71.3 | 57.9 | 86 | 19 | 5,189 | 21,975 | 79.0 | 94.1 | 53.7 | 62.6 | 63.7 | 68.7 | 67.3 | 80.1 | 84.0 | 3.5 | 123 | 353 |
| MOT17-03-SDP | 73.9 | 71.3 | 57.9 | 86 | 19 | 5,189 | 21,975 | 79.0 | 94.1 | 53.7 | 62.6 | 63.7 | 68.7 | 67.3 | 80.1 | 84.0 | 3.5 | 123 | 353 |
| MOT17-06-DPM | 59.8 | 37.4 | 34.7 | 82 | 44 | 895 | 3,684 | 68.7 | 90.1 | 24.0 | 50.5 | 56.2 | 31.3 | 56.0 | 73.3 | 81.9 | 0.7 | 156 | 233 |
| MOT17-06-FRCNN | 59.8 | 37.4 | 34.7 | 82 | 44 | 895 | 3,684 | 68.7 | 90.1 | 24.0 | 50.5 | 56.2 | 31.3 | 56.0 | 73.3 | 81.9 | 0.7 | 156 | 233 |
| MOT17-06-SDP | 59.8 | 37.4 | 34.7 | 82 | 44 | 895 | 3,684 | 68.7 | 90.1 | 24.0 | 50.5 | 56.2 | 31.3 | 56.0 | 73.3 | 81.9 | 0.7 | 156 | 233 |
| MOT17-07-DPM | 60.4 | 55.1 | 44.8 | 27 | 2 | 2,520 | 4,019 | 76.2 | 83.6 | 38.6 | 52.4 | 43.6 | 65.5 | 62.0 | 68.0 | 81.5 | 5.0 | 144 | 268 |
| MOT17-07-FRCNN | 60.4 | 55.1 | 44.8 | 27 | 2 | 2,520 | 4,019 | 76.2 | 83.6 | 38.6 | 52.4 | 43.6 | 65.5 | 62.0 | 68.0 | 81.5 | 5.0 | 144 | 268 |
| MOT17-07-SDP | 60.4 | 55.1 | 44.8 | 27 | 2 | 2,520 | 4,019 | 76.2 | 83.6 | 38.6 | 52.4 | 43.6 | 65.5 | 62.0 | 68.0 | 81.5 | 5.0 | 144 | 268 |
| MOT17-08-DPM | 42.6 | 35.3 | 29.8 | 15 | 21 | 522 | 11,395 | 46.1 | 94.9 | 25.8 | 35.2 | 32.8 | 51.3 | 37.0 | 76.1 | 81.3 | 0.8 | 201 | 321 |
| MOT17-08-FRCNN | 42.6 | 35.3 | 29.8 | 15 | 21 | 522 | 11,395 | 46.1 | 94.9 | 25.8 | 35.2 | 32.8 | 51.3 | 37.0 | 76.1 | 81.3 | 0.8 | 201 | 321 |
| MOT17-08-SDP | 42.6 | 35.3 | 29.8 | 15 | 21 | 522 | 11,395 | 46.1 | 94.9 | 25.8 | 35.2 | 32.8 | 51.3 | 37.0 | 76.1 | 81.3 | 0.8 | 201 | 321 |
| MOT17-12-DPM | 52.6 | 65.4 | 50.3 | 29 | 15 | 1,163 | 2,914 | 66.4 | 83.2 | 54.7 | 46.6 | 61.5 | 75.2 | 54.1 | 67.8 | 81.5 | 1.3 | 35 | 105 |
| MOT17-12-FRCNN | 52.6 | 65.4 | 50.3 | 29 | 15 | 1,163 | 2,914 | 66.4 | 83.2 | 54.7 | 46.6 | 61.5 | 75.2 | 54.1 | 67.8 | 81.5 | 1.3 | 35 | 105 |
| MOT17-12-SDP | 52.6 | 65.4 | 50.3 | 29 | 15 | 1,163 | 2,914 | 66.4 | 83.2 | 54.7 | 46.6 | 61.5 | 75.2 | 54.1 | 67.8 | 81.5 | 1.3 | 35 | 105 |
| MOT17-14-DPM | 40.3 | 53.0 | 39.2 | 47 | 33 | 4,323 | 6,543 | 64.6 | 73.4 | 39.7 | 39.1 | 44.8 | 67.0 | 49.2 | 55.9 | 77.3 | 5.8 | 176 | 314 |
| MOT17-14-FRCNN | 40.3 | 53.0 | 39.2 | 47 | 33 | 4,323 | 6,543 | 64.6 | 73.4 | 39.7 | 39.1 | 44.8 | 67.0 | 49.2 | 55.9 | 77.3 | 5.8 | 176 | 314 |
| MOT17-14-SDP | 40.3 | 53.0 | 39.2 | 47 | 33 | 4,323 | 6,543 | 64.6 | 73.4 | 39.7 | 39.1 | 44.8 | 67.0 | 49.2 | 55.9 | 77.3 | 5.8 | 176 | 314 |
Raw data: