CoCT_pub: Co-occurrence Constraints Tracklet Tracker
MOT17-08-SDP
Benchmark:
MOT17 |
Short name:
CoCT_pub
Detector:
Public
Description:
Near-online Tracking with Co-occurrence Constraints in Blockchain-based Edge Computing
Reference:
https://ieeexplore.ieee.org/abstract/document/9247175
Last submitted:
April 19, 2021 (3 years ago)
Published:
April 18, 2021 at 12:49:04 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
I9-10900k RTX2080Ti
Runtime:
29.6 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 | 51.4 | 55.2 | 42.6 | 478 (20.3) | 913 (38.8) | 27,164 | 245,236 | 56.5 | 92.2 | 43.6 | 41.9 | 49.2 | 69.7 | 44.9 | 73.2 | 79.8 | 1.5 | 1,657 (0.0) | 3,987 (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 | 39.9 | 50.2 | 36.9 | 5 | 11 | 58 | 3,807 | 41.0 | 97.9 | 46.0 | 29.6 | 48.4 | 74.1 | 30.5 | 72.7 | 76.7 | 0.1 | 11 | 39 |
| MOT17-01-FRCNN | 29.6 | 51.6 | 42.9 | 10 | 9 | 1,560 | 2,966 | 54.0 | 69.1 | 52.6 | 35.2 | 57.0 | 76.2 | 44.0 | 56.2 | 78.7 | 3.5 | 13 | 37 |
| MOT17-01-SDP | 47.7 | 55.3 | 42.2 | 8 | 7 | 813 | 2,532 | 60.7 | 82.8 | 44.3 | 40.4 | 49.5 | 71.8 | 46.6 | 63.5 | 78.1 | 1.8 | 26 | 104 |
| MOT17-03-DPM | 56.7 | 55.9 | 42.2 | 38 | 27 | 4,938 | 40,093 | 61.7 | 92.9 | 39.7 | 45.3 | 43.5 | 68.9 | 48.5 | 73.1 | 79.1 | 3.3 | 266 | 632 |
| MOT17-03-FRCNN | 60.0 | 61.7 | 46.7 | 40 | 26 | 2,178 | 39,490 | 62.3 | 96.8 | 46.4 | 47.4 | 49.8 | 74.4 | 49.8 | 77.4 | 80.6 | 1.5 | 174 | 375 |
| MOT17-03-SDP | 75.5 | 67.8 | 52.3 | 81 | 13 | 2,298 | 23,134 | 77.9 | 97.3 | 47.1 | 58.3 | 52.4 | 68.1 | 61.7 | 77.0 | 80.4 | 1.5 | 252 | 704 |
| MOT17-06-DPM | 43.6 | 42.9 | 35.5 | 41 | 112 | 1,106 | 5,501 | 53.3 | 85.0 | 33.7 | 37.8 | 61.6 | 43.0 | 41.9 | 66.8 | 78.3 | 0.9 | 37 | 100 |
| MOT17-06-FRCNN | 46.0 | 44.7 | 39.7 | 60 | 73 | 1,931 | 4,358 | 63.0 | 79.4 | 35.8 | 44.5 | 63.8 | 43.7 | 52.2 | 65.7 | 80.3 | 1.6 | 71 | 170 |
| MOT17-06-SDP | 49.1 | 45.6 | 38.0 | 75 | 75 | 1,790 | 4,151 | 64.8 | 81.0 | 33.0 | 44.1 | 63.5 | 40.0 | 51.6 | 64.5 | 79.2 | 1.5 | 61 | 159 |
| MOT17-07-DPM | 41.9 | 50.6 | 37.1 | 4 | 23 | 938 | 8,800 | 47.9 | 89.6 | 39.5 | 35.1 | 42.0 | 74.0 | 37.5 | 70.1 | 77.8 | 1.9 | 81 | 171 |
| MOT17-07-FRCNN | 34.9 | 43.0 | 34.0 | 5 | 18 | 1,339 | 9,569 | 43.4 | 84.5 | 36.8 | 32.1 | 40.3 | 70.7 | 34.8 | 67.8 | 77.9 | 2.7 | 96 | 261 |
| MOT17-07-SDP | 46.4 | 53.8 | 40.5 | 11 | 20 | 1,050 | 7,938 | 53.0 | 89.5 | 42.3 | 38.8 | 45.1 | 73.2 | 41.9 | 70.8 | 78.8 | 2.1 | 66 | 163 |
| MOT17-08-DPM | 28.8 | 38.8 | 33.2 | 12 | 33 | 1,225 | 13,730 | 35.0 | 85.8 | 40.5 | 27.3 | 44.0 | 75.0 | 29.1 | 71.3 | 81.2 | 2.0 | 87 | 120 |
| MOT17-08-FRCNN | 25.2 | 37.2 | 33.0 | 12 | 40 | 795 | 14,955 | 29.2 | 88.6 | 47.6 | 22.9 | 50.4 | 79.4 | 24.1 | 73.2 | 82.2 | 1.3 | 49 | 77 |
| MOT17-08-SDP | 32.0 | 40.2 | 33.7 | 14 | 36 | 314 | 13,989 | 33.8 | 95.8 | 42.8 | 26.6 | 45.1 | 78.6 | 27.4 | 77.8 | 81.6 | 0.5 | 68 | 123 |
| MOT17-12-DPM | 45.2 | 57.1 | 42.3 | 15 | 40 | 263 | 4,470 | 48.4 | 94.1 | 49.0 | 36.5 | 51.6 | 77.9 | 38.4 | 74.6 | 80.2 | 0.3 | 19 | 39 |
| MOT17-12-FRCNN | 38.3 | 54.1 | 41.7 | 13 | 47 | 499 | 4,830 | 44.3 | 88.5 | 52.0 | 33.6 | 55.9 | 76.7 | 36.1 | 72.2 | 81.1 | 0.6 | 18 | 41 |
| MOT17-12-SDP | 43.8 | 58.0 | 44.6 | 18 | 43 | 398 | 4,452 | 48.6 | 91.4 | 54.3 | 36.7 | 57.3 | 78.4 | 39.3 | 73.8 | 81.8 | 0.4 | 18 | 36 |
| MOT17-14-DPM | 27.5 | 41.0 | 28.9 | 5 | 98 | 196 | 13,176 | 28.7 | 96.4 | 38.5 | 21.8 | 40.1 | 77.6 | 22.3 | 75.0 | 79.2 | 0.3 | 30 | 70 |
| MOT17-14-FRCNN | 19.9 | 36.6 | 27.1 | 3 | 87 | 2,072 | 12,600 | 31.8 | 74.0 | 32.5 | 23.2 | 36.2 | 64.9 | 25.5 | 59.2 | 75.2 | 2.8 | 124 | 324 |
| MOT17-14-SDP | 34.1 | 49.4 | 34.7 | 8 | 75 | 1,403 | 10,695 | 42.1 | 84.7 | 41.2 | 29.3 | 44.5 | 70.4 | 32.1 | 64.5 | 77.0 | 1.9 | 90 | 242 |
Raw data:
