Short name:
PintelMOT
Detector:
Public
Description:
Features, all what we need for tracking.
Reference:
Last submitted:
January 03, 2024 (4 months ago)
Published:
January 12, 2024 at 05:57:10 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
2.1 GHZ, 8 Core
Runtime:
8.5 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 | 79.6 | 77.2 | 63.0 | 1,264 (53.7) | 348 (14.8) | 29,588 | 83,132 | 85.3 | 94.2 | 62.0 | 64.4 | 68.2 | 76.0 | 70.4 | 77.7 | 83.1 | 1.7 | 2,269 (0.0) | 2,148 (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 | 62.0 | 55.3 | 46.9 | 13 | 5 | 633 | 1,797 | 72.1 | 88.0 | 42.0 | 52.5 | 49.5 | 67.6 | 59.6 | 72.8 | 83.4 | 1.4 | 18 | 17 |
| MOT17-01-FRCNN | 64.7 | 63.6 | 52.1 | 11 | 5 | 366 | 1,894 | 70.6 | 92.6 | 51.0 | 53.4 | 57.3 | 74.6 | 58.4 | 76.6 | 83.5 | 0.8 | 14 | 18 |
| MOT17-01-SDP | 62.0 | 55.3 | 46.9 | 13 | 5 | 633 | 1,797 | 72.1 | 88.0 | 42.0 | 52.5 | 49.5 | 67.6 | 59.6 | 72.8 | 83.4 | 1.4 | 18 | 17 |
| MOT17-03-DPM | 93.0 | 89.7 | 72.6 | 144 | 0 | 4,098 | 3,153 | 97.0 | 96.1 | 71.6 | 73.9 | 76.9 | 80.6 | 79.9 | 79.2 | 83.1 | 2.7 | 56 | 101 |
| MOT17-03-FRCNN | 93.0 | 89.7 | 72.6 | 144 | 0 | 4,098 | 3,153 | 97.0 | 96.1 | 71.6 | 73.9 | 76.9 | 80.6 | 79.9 | 79.2 | 83.1 | 2.7 | 56 | 101 |
| MOT17-03-SDP | 93.0 | 89.7 | 72.6 | 144 | 0 | 4,098 | 3,153 | 97.0 | 96.1 | 71.6 | 73.9 | 76.9 | 80.6 | 79.9 | 79.2 | 83.1 | 2.7 | 56 | 101 |
| MOT17-06-DPM | 57.3 | 55.8 | 45.8 | 110 | 50 | 1,683 | 3,140 | 73.4 | 83.7 | 41.4 | 51.2 | 58.8 | 53.9 | 60.1 | 68.6 | 81.8 | 1.4 | 207 | 166 |
| MOT17-06-FRCNN | 58.8 | 59.2 | 48.2 | 104 | 54 | 1,295 | 3,372 | 71.4 | 86.7 | 45.5 | 51.4 | 59.6 | 60.4 | 58.6 | 71.2 | 82.0 | 1.1 | 185 | 151 |
| MOT17-06-SDP | 57.3 | 55.8 | 45.8 | 110 | 50 | 1,683 | 3,140 | 73.4 | 83.7 | 41.4 | 51.2 | 58.8 | 53.9 | 60.1 | 68.6 | 81.8 | 1.4 | 207 | 166 |
| MOT17-07-DPM | 73.3 | 57.3 | 48.4 | 32 | 2 | 599 | 3,816 | 77.4 | 95.6 | 39.6 | 59.5 | 44.1 | 69.7 | 64.1 | 79.2 | 83.6 | 1.2 | 92 | 94 |
| MOT17-07-FRCNN | 73.3 | 57.3 | 48.4 | 32 | 2 | 599 | 3,816 | 77.4 | 95.6 | 39.6 | 59.5 | 44.1 | 69.7 | 64.1 | 79.2 | 83.6 | 1.2 | 92 | 94 |
| MOT17-07-SDP | 73.3 | 57.3 | 48.4 | 32 | 2 | 599 | 3,816 | 77.4 | 95.6 | 39.6 | 59.5 | 44.1 | 69.7 | 64.1 | 79.2 | 83.6 | 1.2 | 92 | 94 |
| MOT17-08-DPM | 65.0 | 52.5 | 46.7 | 35 | 6 | 1,228 | 6,002 | 71.6 | 92.5 | 40.7 | 54.7 | 48.8 | 63.1 | 59.7 | 77.1 | 83.3 | 2.0 | 154 | 171 |
| MOT17-08-FRCNN | 65.0 | 52.5 | 46.7 | 35 | 6 | 1,228 | 6,002 | 71.6 | 92.5 | 40.7 | 54.7 | 48.8 | 63.1 | 59.7 | 77.1 | 83.3 | 2.0 | 154 | 171 |
| MOT17-08-SDP | 65.0 | 52.5 | 46.7 | 35 | 6 | 1,228 | 6,002 | 71.6 | 92.5 | 40.7 | 54.7 | 48.8 | 63.1 | 59.7 | 77.1 | 83.3 | 2.0 | 154 | 171 |
| MOT17-12-DPM | 60.6 | 67.6 | 56.0 | 52 | 12 | 1,566 | 1,813 | 79.1 | 81.4 | 57.2 | 55.2 | 67.9 | 70.4 | 67.2 | 69.2 | 84.8 | 1.7 | 38 | 50 |
| MOT17-12-FRCNN | 69.0 | 71.9 | 59.0 | 42 | 22 | 374 | 2,284 | 73.6 | 94.5 | 60.0 | 58.2 | 67.5 | 76.2 | 62.9 | 80.6 | 85.4 | 0.4 | 26 | 37 |
| MOT17-12-SDP | 60.6 | 67.6 | 56.0 | 52 | 12 | 1,566 | 1,813 | 79.1 | 81.4 | 57.2 | 55.2 | 67.9 | 70.4 | 67.2 | 69.2 | 84.8 | 1.7 | 38 | 50 |
| MOT17-14-DPM | 54.1 | 67.2 | 48.1 | 45 | 33 | 851 | 7,347 | 60.3 | 92.9 | 51.4 | 45.3 | 55.2 | 76.9 | 48.8 | 75.2 | 81.6 | 1.1 | 283 | 161 |
| MOT17-14-FRCNN | 52.2 | 65.6 | 46.5 | 34 | 43 | 312 | 8,475 | 54.1 | 97.0 | 52.0 | 41.8 | 55.1 | 80.3 | 43.7 | 78.4 | 82.1 | 0.4 | 46 | 56 |
| MOT17-14-SDP | 54.1 | 67.2 | 48.1 | 45 | 33 | 851 | 7,347 | 60.3 | 92.9 | 51.4 | 45.3 | 55.2 | 76.9 | 48.8 | 75.2 | 81.6 | 1.1 | 283 | 161 |
Raw data: