CBIOU: C-BIOU
MOT17-12-DPM
Benchmark:
MOT17 |
Short name:
CBIOU
Detector:
Private
Description:
Reference:
F. Yang, S. Odashima, S. Masui, S. Jiang. Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023.
Last submitted:
August 17, 2022 (1 year ago)
Published:
August 17, 2022 at 02:08:23 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
1 Core
Runtime:
1,109.8 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 | 81.1 | 79.7 | 64.1 | 1,296 (55.0) | 342 (14.5) | 23,136 | 82,011 | 85.5 | 95.4 | 63.7 | 64.8 | 70.2 | 76.7 | 70.1 | 78.3 | 82.8 | 1.3 | 1,455 (0.0) | 2,025 (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 | 63.8 | 64.9 | 54.1 | 13 | 5 | 450 | 1,870 | 71.0 | 91.1 | 55.8 | 52.5 | 61.6 | 78.1 | 58.3 | 74.8 | 83.2 | 1.0 | 15 | 23 |
| MOT17-01-FRCNN | 63.8 | 64.9 | 54.1 | 13 | 5 | 450 | 1,870 | 71.0 | 91.1 | 55.8 | 52.5 | 61.6 | 78.1 | 58.3 | 74.8 | 83.2 | 1.0 | 15 | 23 |
| MOT17-01-SDP | 63.8 | 64.9 | 54.1 | 13 | 5 | 450 | 1,870 | 71.0 | 91.1 | 55.8 | 52.5 | 61.6 | 78.1 | 58.3 | 74.8 | 83.2 | 1.0 | 15 | 23 |
| MOT17-03-DPM | 93.0 | 90.8 | 72.2 | 144 | 0 | 3,691 | 3,537 | 96.6 | 96.5 | 71.7 | 73.0 | 77.3 | 79.8 | 78.8 | 78.7 | 82.5 | 2.5 | 68 | 141 |
| MOT17-03-FRCNN | 93.0 | 90.8 | 72.2 | 144 | 0 | 3,691 | 3,537 | 96.6 | 96.5 | 71.7 | 73.0 | 77.3 | 79.8 | 78.8 | 78.7 | 82.5 | 2.5 | 68 | 141 |
| MOT17-03-SDP | 93.0 | 90.8 | 72.2 | 144 | 0 | 3,691 | 3,537 | 96.6 | 96.5 | 71.7 | 73.0 | 77.3 | 79.8 | 78.8 | 78.7 | 82.5 | 2.5 | 68 | 141 |
| MOT17-06-DPM | 66.2 | 68.6 | 54.8 | 114 | 56 | 972 | 2,946 | 75.0 | 90.1 | 54.5 | 55.3 | 71.8 | 64.9 | 61.9 | 74.3 | 82.9 | 0.8 | 61 | 81 |
| MOT17-06-FRCNN | 66.2 | 68.6 | 54.8 | 114 | 56 | 972 | 2,946 | 75.0 | 90.1 | 54.5 | 55.3 | 71.8 | 64.9 | 61.9 | 74.3 | 82.9 | 0.8 | 61 | 81 |
| MOT17-06-SDP | 66.2 | 68.6 | 54.8 | 114 | 56 | 972 | 2,946 | 75.0 | 90.1 | 54.5 | 55.3 | 71.8 | 64.9 | 61.9 | 74.3 | 82.9 | 0.8 | 61 | 81 |
| MOT17-07-DPM | 74.3 | 63.1 | 52.2 | 31 | 3 | 563 | 3,690 | 78.2 | 95.9 | 45.3 | 60.3 | 49.4 | 72.8 | 64.7 | 79.4 | 83.4 | 1.1 | 81 | 108 |
| MOT17-07-FRCNN | 74.3 | 63.1 | 52.2 | 31 | 3 | 563 | 3,690 | 78.2 | 95.9 | 45.3 | 60.3 | 49.4 | 72.8 | 64.7 | 79.4 | 83.4 | 1.1 | 81 | 108 |
| MOT17-07-SDP | 74.3 | 63.1 | 52.2 | 31 | 3 | 563 | 3,690 | 78.2 | 95.9 | 45.3 | 60.3 | 49.4 | 72.8 | 64.7 | 79.4 | 83.4 | 1.1 | 81 | 108 |
| MOT17-08-DPM | 65.6 | 52.5 | 45.7 | 38 | 6 | 1,114 | 6,004 | 71.6 | 93.1 | 39.2 | 54.6 | 48.8 | 61.8 | 59.3 | 77.2 | 82.9 | 1.8 | 158 | 204 |
| MOT17-08-FRCNN | 65.6 | 52.5 | 45.7 | 38 | 6 | 1,114 | 6,004 | 71.6 | 93.1 | 39.2 | 54.6 | 48.8 | 61.8 | 59.3 | 77.2 | 82.9 | 1.8 | 158 | 204 |
| MOT17-08-SDP | 65.6 | 52.5 | 45.7 | 38 | 6 | 1,114 | 6,004 | 71.6 | 93.1 | 39.2 | 54.6 | 48.8 | 61.8 | 59.3 | 77.2 | 82.9 | 1.8 | 158 | 204 |
| MOT17-12-DPM | 72.0 | 75.8 | 62.3 | 46 | 17 | 297 | 2,110 | 75.7 | 95.7 | 64.6 | 60.2 | 73.4 | 77.7 | 64.7 | 81.8 | 85.8 | 0.3 | 20 | 38 |
| MOT17-12-FRCNN | 72.0 | 75.8 | 62.3 | 46 | 17 | 297 | 2,110 | 75.7 | 95.7 | 64.6 | 60.2 | 73.4 | 77.7 | 64.7 | 81.8 | 85.8 | 0.3 | 20 | 38 |
| MOT17-12-SDP | 72.0 | 75.8 | 62.3 | 46 | 17 | 297 | 2,110 | 75.7 | 95.7 | 64.6 | 60.2 | 73.4 | 77.7 | 64.7 | 81.8 | 85.8 | 0.3 | 20 | 38 |
| MOT17-14-DPM | 57.3 | 69.1 | 50.6 | 46 | 27 | 625 | 7,180 | 61.2 | 94.8 | 55.0 | 46.9 | 58.3 | 80.9 | 50.0 | 77.4 | 82.5 | 0.8 | 82 | 80 |
| MOT17-14-FRCNN | 57.3 | 69.1 | 50.6 | 46 | 27 | 625 | 7,180 | 61.2 | 94.8 | 55.0 | 46.9 | 58.3 | 80.9 | 50.0 | 77.4 | 82.5 | 0.8 | 82 | 80 |
| MOT17-14-SDP | 57.3 | 69.1 | 50.6 | 46 | 27 | 625 | 7,180 | 61.2 | 94.8 | 55.0 | 46.9 | 58.3 | 80.9 | 50.0 | 77.4 | 82.5 | 0.8 | 82 | 80 |
Raw data:
