ppbytemot: PaddleDetection bytetrack
MOT17-01-DPM
Short name:
ppbytemot
Detector:
Public
Description:
https://github.com/PaddlePaddle/PaddleDetection/tree/develop/configs/mot
online method
Reference:
Last submitted:
January 03, 2022 (1 year ago)
Published:
January 03, 2022 at 19:01:11 CET
Submissions:
1
Project page / code:
Open source:
Yes
Hardware:
gpu
Runtime:
2,219.6 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 | 79.4 | 76.7 | 62.9 | 1,293 (54.9) | 339 (14.4) | 31,716 | 82,257 | 85.4 | 93.8 | 61.6 | 64.5 | 68.3 | 75.6 | 70.8 | 77.7 | 83.4 | 1.8 | 2,316 (0.0) | 2,301 (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 | 68.2 | 66.6 | 53.2 | 12 | 5 | 265 | 1,763 | 72.7 | 94.6 | 51.0 | 55.7 | 57.9 | 71.4 | 60.1 | 78.3 | 83.5 | 0.6 | 21 | 36 |
| MOT17-01-FRCNN | 68.2 | 66.6 | 53.2 | 12 | 5 | 265 | 1,763 | 72.7 | 94.6 | 51.0 | 55.7 | 57.9 | 71.4 | 60.1 | 78.3 | 83.5 | 0.6 | 21 | 36 |
| MOT17-01-SDP | 68.2 | 66.6 | 53.2 | 12 | 5 | 265 | 1,763 | 72.7 | 94.6 | 51.0 | 55.7 | 57.9 | 71.4 | 60.1 | 78.3 | 83.5 | 0.6 | 21 | 36 |
| MOT17-03-DPM | 92.3 | 88.3 | 72.2 | 144 | 0 | 4,944 | 3,053 | 97.1 | 95.4 | 70.9 | 73.9 | 76.5 | 80.7 | 80.5 | 79.1 | 83.6 | 3.3 | 55 | 104 |
| MOT17-03-FRCNN | 92.3 | 88.3 | 72.2 | 144 | 0 | 4,944 | 3,053 | 97.1 | 95.4 | 70.9 | 73.9 | 76.5 | 80.7 | 80.5 | 79.1 | 83.6 | 3.3 | 55 | 104 |
| MOT17-03-SDP | 92.3 | 88.3 | 72.2 | 144 | 0 | 4,944 | 3,053 | 97.1 | 95.4 | 70.9 | 73.9 | 76.5 | 80.7 | 80.5 | 79.1 | 83.6 | 3.3 | 55 | 104 |
| MOT17-06-DPM | 59.3 | 55.9 | 45.7 | 107 | 55 | 1,320 | 3,287 | 72.1 | 86.6 | 40.3 | 52.1 | 59.0 | 53.0 | 59.6 | 71.6 | 82.6 | 1.1 | 190 | 123 |
| MOT17-06-FRCNN | 59.3 | 55.9 | 45.7 | 107 | 55 | 1,320 | 3,287 | 72.1 | 86.6 | 40.3 | 52.1 | 59.0 | 53.0 | 59.6 | 71.6 | 82.6 | 1.1 | 190 | 123 |
| MOT17-06-SDP | 59.3 | 55.9 | 45.7 | 107 | 55 | 1,320 | 3,287 | 72.1 | 86.6 | 40.3 | 52.1 | 59.0 | 53.0 | 59.6 | 71.6 | 82.6 | 1.1 | 190 | 123 |
| MOT17-07-DPM | 72.7 | 56.6 | 47.9 | 33 | 2 | 655 | 3,853 | 77.2 | 95.2 | 39.0 | 58.9 | 44.3 | 67.3 | 63.7 | 78.6 | 83.4 | 1.3 | 102 | 119 |
| MOT17-07-FRCNN | 72.7 | 56.6 | 47.9 | 33 | 2 | 655 | 3,853 | 77.2 | 95.2 | 39.0 | 58.9 | 44.3 | 67.3 | 63.7 | 78.6 | 83.4 | 1.3 | 102 | 119 |
| MOT17-07-SDP | 72.7 | 56.6 | 47.9 | 33 | 2 | 655 | 3,853 | 77.2 | 95.2 | 39.0 | 58.9 | 44.3 | 67.3 | 63.7 | 78.6 | 83.4 | 1.3 | 102 | 119 |
| MOT17-08-DPM | 64.4 | 53.1 | 45.8 | 35 | 7 | 1,111 | 6,255 | 70.4 | 93.0 | 39.8 | 54.0 | 48.9 | 60.4 | 58.6 | 77.4 | 83.0 | 1.8 | 149 | 185 |
| MOT17-08-FRCNN | 64.4 | 53.1 | 45.8 | 35 | 7 | 1,111 | 6,255 | 70.4 | 93.0 | 39.8 | 54.0 | 48.9 | 60.4 | 58.6 | 77.4 | 83.0 | 1.8 | 149 | 185 |
| MOT17-08-SDP | 64.4 | 53.1 | 45.8 | 35 | 7 | 1,111 | 6,255 | 70.4 | 93.0 | 39.8 | 54.0 | 48.9 | 60.4 | 58.6 | 77.4 | 83.0 | 1.8 | 149 | 185 |
| MOT17-12-DPM | 60.0 | 70.2 | 58.0 | 52 | 11 | 1,645 | 1,788 | 79.4 | 80.7 | 61.9 | 54.7 | 69.9 | 75.9 | 67.3 | 68.4 | 84.8 | 1.8 | 36 | 55 |
| MOT17-12-FRCNN | 60.0 | 70.2 | 58.0 | 52 | 11 | 1,645 | 1,788 | 79.4 | 80.7 | 61.9 | 54.7 | 69.9 | 75.9 | 67.3 | 68.4 | 84.8 | 1.8 | 36 | 55 |
| MOT17-12-SDP | 60.0 | 70.2 | 58.0 | 52 | 11 | 1,645 | 1,788 | 79.4 | 80.7 | 61.9 | 54.7 | 69.9 | 75.9 | 67.3 | 68.4 | 84.8 | 1.8 | 36 | 55 |
| MOT17-14-DPM | 55.3 | 67.4 | 48.0 | 48 | 33 | 632 | 7,420 | 59.9 | 94.6 | 51.5 | 45.1 | 55.8 | 76.3 | 48.1 | 76.0 | 81.6 | 0.8 | 219 | 145 |
| MOT17-14-FRCNN | 55.3 | 67.4 | 48.0 | 48 | 33 | 632 | 7,420 | 59.9 | 94.6 | 51.5 | 45.1 | 55.8 | 76.3 | 48.1 | 76.0 | 81.6 | 0.8 | 219 | 145 |
| MOT17-14-SDP | 55.3 | 67.4 | 48.0 | 48 | 33 | 632 | 7,420 | 59.9 | 94.6 | 51.5 | 45.1 | 55.8 | 76.3 | 48.1 | 76.0 | 81.6 | 0.8 | 219 | 145 |
Raw data:
