VAITracker2: VinAI Tracker Version 2
MOT17-07-SDP
Short name:
VAITracker2
Detector:
Public
Description:
Reference:
Last submitted:
January 26, 2022 (5 months ago)
Published:
January 26, 2022 at 09:26:17 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
RTXx2070
Runtime:
136.6 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 | 77.0 | 74.4 | 61.0 | 1,146 (48.7) | 350 (14.9) | 31,648 | 94,966 | 83.2 | 93.7 | 59.9 | 62.5 | 66.0 | 75.8 | 68.6 | 77.2 | 83.1 | 1.8 | 3,315 (0.0) | 4,025 (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 | 56.3 | 59.6 | 49.1 | 9 | 5 | 620 | 2,178 | 66.2 | 87.3 | 48.6 | 49.6 | 52.3 | 77.8 | 55.8 | 73.6 | 84.3 | 1.4 | 22 | 61 |
| MOT17-01-FRCNN | 56.3 | 59.6 | 49.1 | 9 | 5 | 620 | 2,178 | 66.2 | 87.3 | 48.6 | 49.6 | 52.3 | 77.8 | 55.8 | 73.6 | 84.3 | 1.4 | 22 | 61 |
| MOT17-01-SDP | 56.3 | 59.6 | 49.1 | 9 | 5 | 620 | 2,178 | 66.2 | 87.3 | 48.6 | 49.6 | 52.3 | 77.8 | 55.8 | 73.6 | 84.3 | 1.4 | 22 | 61 |
| MOT17-03-DPM | 90.4 | 85.9 | 70.4 | 141 | 0 | 5,011 | 4,901 | 95.3 | 95.2 | 68.8 | 72.5 | 74.2 | 80.4 | 79.1 | 79.0 | 83.6 | 3.3 | 105 | 259 |
| MOT17-03-FRCNN | 90.4 | 85.9 | 70.4 | 141 | 0 | 5,011 | 4,901 | 95.3 | 95.2 | 68.8 | 72.5 | 74.2 | 80.4 | 79.1 | 79.0 | 83.6 | 3.3 | 105 | 259 |
| MOT17-03-SDP | 90.4 | 85.9 | 70.4 | 141 | 0 | 5,011 | 4,901 | 95.3 | 95.2 | 68.8 | 72.5 | 74.2 | 80.4 | 79.1 | 79.0 | 83.6 | 3.3 | 105 | 259 |
| MOT17-06-DPM | 60.6 | 55.3 | 45.7 | 88 | 60 | 612 | 3,841 | 67.4 | 92.8 | 40.9 | 51.3 | 57.7 | 54.0 | 55.8 | 76.8 | 83.4 | 0.5 | 191 | 189 |
| MOT17-06-FRCNN | 60.4 | 58.7 | 48.3 | 88 | 62 | 588 | 3,903 | 66.9 | 93.1 | 45.8 | 51.2 | 58.2 | 63.2 | 55.4 | 77.1 | 83.4 | 0.5 | 172 | 187 |
| MOT17-06-SDP | 60.6 | 55.3 | 45.7 | 88 | 60 | 612 | 3,841 | 67.4 | 92.8 | 40.9 | 51.3 | 57.7 | 54.0 | 55.8 | 76.8 | 83.4 | 0.5 | 191 | 189 |
| MOT17-07-DPM | 70.6 | 58.1 | 48.8 | 30 | 3 | 744 | 4,106 | 75.7 | 94.5 | 41.6 | 57.4 | 45.7 | 71.1 | 62.2 | 77.7 | 83.1 | 1.5 | 110 | 164 |
| MOT17-07-FRCNN | 70.6 | 58.1 | 48.8 | 30 | 3 | 744 | 4,106 | 75.7 | 94.5 | 41.6 | 57.4 | 45.7 | 71.1 | 62.2 | 77.7 | 83.1 | 1.5 | 110 | 164 |
| MOT17-07-SDP | 70.6 | 58.1 | 48.8 | 30 | 3 | 744 | 4,106 | 75.7 | 94.5 | 41.6 | 57.4 | 45.7 | 71.1 | 62.2 | 77.7 | 83.1 | 1.5 | 110 | 164 |
| MOT17-08-DPM | 59.5 | 47.4 | 41.6 | 29 | 7 | 1,221 | 7,148 | 66.2 | 92.0 | 35.5 | 49.7 | 44.3 | 59.0 | 54.3 | 75.5 | 82.5 | 2.0 | 185 | 308 |
| MOT17-08-FRCNN | 59.5 | 47.4 | 41.6 | 29 | 7 | 1,221 | 7,148 | 66.2 | 92.0 | 35.5 | 49.7 | 44.3 | 59.0 | 54.3 | 75.5 | 82.5 | 2.0 | 185 | 308 |
| MOT17-08-SDP | 59.5 | 47.4 | 41.6 | 29 | 7 | 1,221 | 7,148 | 66.2 | 92.0 | 35.5 | 49.7 | 44.3 | 59.0 | 54.3 | 75.5 | 82.5 | 2.0 | 185 | 308 |
| MOT17-12-DPM | 58.6 | 70.0 | 55.7 | 48 | 11 | 1,479 | 2,076 | 76.0 | 81.7 | 60.5 | 51.8 | 67.4 | 76.2 | 62.5 | 67.1 | 82.8 | 1.6 | 34 | 67 |
| MOT17-12-FRCNN | 58.6 | 70.0 | 55.7 | 48 | 11 | 1,479 | 2,076 | 76.0 | 81.7 | 60.5 | 51.8 | 67.4 | 76.2 | 62.5 | 67.1 | 82.8 | 1.6 | 34 | 67 |
| MOT17-12-SDP | 58.6 | 70.0 | 55.7 | 48 | 11 | 1,479 | 2,076 | 76.0 | 81.7 | 60.5 | 51.8 | 67.4 | 76.2 | 62.5 | 67.1 | 82.8 | 1.6 | 34 | 67 |
| MOT17-14-DPM | 52.9 | 63.7 | 44.8 | 37 | 30 | 872 | 7,370 | 60.1 | 92.7 | 47.0 | 43.2 | 50.7 | 72.0 | 46.7 | 72.0 | 79.6 | 1.2 | 463 | 294 |
| MOT17-14-FRCNN | 52.7 | 63.7 | 44.9 | 37 | 30 | 867 | 7,414 | 59.9 | 92.7 | 47.3 | 43.0 | 50.9 | 72.8 | 46.5 | 72.0 | 79.6 | 1.2 | 467 | 295 |
| MOT17-14-SDP | 52.9 | 63.7 | 44.8 | 37 | 30 | 872 | 7,370 | 60.1 | 92.7 | 47.0 | 43.2 | 50.7 | 72.0 | 46.7 | 72.0 | 79.6 | 1.2 | 463 | 294 |
Raw data:
