Short name:
NvMOT_DS2305
Detector:
Private
Description:
Real-time multi-object tracker offered in DeepStream SDK 6.3 by NVIDIA
Reference:
NVIDIA. DeepStream SDK 6.3. In NVIDIA, 2023.
Last submitted:
May 11, 2023 (11 months ago)
Published:
May 11, 2023 at 23:27:45 CET
Submissions:
1
Project page / code:
Open source:
No
Hardware:
H100
Runtime:
1,108.4 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 81.6 | 79.4 | 65.1 | 477 (62.8) | 77 (10.1) | 12,947 | 20,113 | 89.0 | 92.6 | 64.5 | 66.1 | 69.1 | 80.0 | 73.4 | 76.4 | 82.8 | 2.2 | 535 (0.0) | 941 (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 |
| MOT16-01 | 74.8 | 77.2 | 60.8 | 15 | 1 | 253 | 1,347 | 78.9 | 95.2 | 62.4 | 59.7 | 68.0 | 79.1 | 64.2 | 77.5 | 81.5 | 0.6 | 13 | 28 |
| MOT16-03 | 92.8 | 89.5 | 72.7 | 143 | 0 | 3,952 | 3,489 | 96.7 | 96.2 | 71.8 | 73.9 | 75.9 | 82.2 | 79.7 | 79.3 | 82.9 | 2.6 | 51 | 242 |
| MOT16-06 | 64.3 | 68.8 | 55.9 | 119 | 44 | 1,306 | 2,708 | 76.5 | 87.1 | 56.7 | 55.4 | 64.6 | 76.9 | 63.7 | 72.5 | 83.4 | 1.1 | 110 | 146 |
| MOT16-07 | 73.9 | 58.8 | 50.5 | 29 | 3 | 818 | 3,344 | 79.5 | 94.1 | 42.3 | 60.5 | 45.8 | 74.6 | 65.9 | 77.9 | 83.3 | 1.6 | 90 | 139 |
| MOT16-08 | 54.6 | 52.0 | 47.2 | 40 | 1 | 4,514 | 2,925 | 82.5 | 75.4 | 43.4 | 52.5 | 48.9 | 73.2 | 68.4 | 62.5 | 82.2 | 7.2 | 152 | 182 |
| MOT16-12 | 75.5 | 78.6 | 64.8 | 50 | 13 | 362 | 1,640 | 80.2 | 94.8 | 66.2 | 63.7 | 71.5 | 82.3 | 68.8 | 81.4 | 85.6 | 0.4 | 30 | 50 |
| MOT16-14 | 64.9 | 72.0 | 54.1 | 81 | 15 | 1,742 | 4,660 | 74.8 | 88.8 | 55.8 | 52.8 | 61.2 | 75.1 | 59.8 | 71.1 | 81.1 | 2.3 | 89 | 154 |
Raw data: