ArTIST_C: Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking
MOT20-06
Short name:
ArTIST_C
Detector:
Public
Description:
Reference:
Last submitted:
November 17, 2020 (2 years ago)
Published:
July 17, 2021 at 23:50:36 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
GTX 2080 Ti
Runtime:
1.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20 | 53.6 | 51.0 | 41.6 | 392 (31.6) | 349 (28.1) | 7,765 | 230,576 | 55.4 | 97.4 | 40.2 | 43.3 | 43.6 | 73.1 | 45.2 | 79.3 | 82.3 | 1.7 | 1,531 (27.6) | 1,959 (35.3) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT20-04 | 73.7 | 63.0 | 51.0 | 332 | 65 | 3,450 | 67,867 | 75.2 | 98.4 | 44.3 | 58.8 | 48.2 | 73.7 | 61.7 | 80.7 | 82.9 | 1.7 | 745 | 893 |
| MOT20-06 | 30.7 | 31.3 | 25.5 | 25 | 140 | 2,088 | 89,459 | 32.6 | 95.4 | 25.9 | 25.1 | 27.7 | 70.8 | 26.0 | 76.1 | 80.7 | 2.1 | 462 | 614 |
| MOT20-07 | 50.0 | 49.6 | 39.7 | 22 | 31 | 268 | 16,174 | 51.1 | 98.4 | 40.0 | 39.9 | 43.8 | 74.4 | 41.5 | 79.9 | 82.6 | 0.5 | 117 | 166 |
| MOT20-08 | 23.5 | 28.7 | 23.4 | 13 | 113 | 1,959 | 57,076 | 26.3 | 91.2 | 27.3 | 20.2 | 29.2 | 69.9 | 21.0 | 72.7 | 80.0 | 2.4 | 207 | 286 |
Raw data:
