Benchmark:
MOT17 |
Short name:
HSTrack
Detector:
Private
Description:
Reference:
Last submitted:
May 13, 2024 (18 days ago)
Published:
May 13, 2024 at 15:23:28 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
GPU
Runtime:
16.4 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 69.8 | 68.8 | 55.8 | 990 (42.0) | 510 (21.7) | 29,079 | 138,165 | 75.5 | 93.6 | 55.7 | 56.4 | 60.6 | 77.5 | 61.3 | 76.0 | 81.8 | 1.6 | 3,216 (0.0) | 7,551 (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 | 46.1 | 42.9 | 37.7 | 7 | 9 | 275 | 3,148 | 51.2 | 92.3 | 37.3 | 38.4 | 40.2 | 73.6 | 41.0 | 73.9 | 81.0 | 0.6 | 51 | 103 |
| MOT17-01-FRCNN | 46.1 | 42.9 | 37.7 | 7 | 9 | 275 | 3,148 | 51.2 | 92.3 | 37.3 | 38.4 | 40.2 | 73.6 | 41.0 | 73.9 | 81.0 | 0.6 | 51 | 103 |
| MOT17-01-SDP | 46.1 | 42.9 | 37.7 | 7 | 9 | 275 | 3,148 | 51.2 | 92.3 | 37.3 | 38.4 | 40.2 | 73.6 | 41.0 | 73.9 | 81.0 | 0.6 | 51 | 103 |
| MOT17-03-DPM | 88.2 | 81.7 | 65.5 | 121 | 0 | 2,954 | 9,207 | 91.2 | 97.0 | 62.4 | 69.0 | 66.5 | 79.9 | 74.0 | 78.7 | 82.1 | 2.0 | 233 | 805 |
| MOT17-03-FRCNN | 88.2 | 81.7 | 65.5 | 121 | 0 | 2,954 | 9,207 | 91.2 | 97.0 | 62.4 | 69.0 | 66.5 | 79.9 | 74.0 | 78.7 | 82.1 | 2.0 | 233 | 805 |
| MOT17-03-SDP | 88.2 | 81.7 | 65.5 | 121 | 0 | 2,954 | 9,207 | 91.2 | 97.0 | 62.4 | 69.0 | 66.5 | 79.9 | 74.0 | 78.7 | 82.1 | 2.0 | 233 | 805 |
| MOT17-06-DPM | 60.5 | 61.5 | 49.6 | 112 | 39 | 1,701 | 2,793 | 76.3 | 84.1 | 46.4 | 53.4 | 64.7 | 61.1 | 62.9 | 69.3 | 82.3 | 1.4 | 163 | 285 |
| MOT17-06-FRCNN | 60.5 | 61.5 | 49.6 | 112 | 39 | 1,701 | 2,793 | 76.3 | 84.1 | 46.4 | 53.4 | 64.7 | 61.1 | 62.9 | 69.3 | 82.3 | 1.4 | 163 | 285 |
| MOT17-06-SDP | 60.5 | 61.5 | 49.6 | 112 | 39 | 1,701 | 2,793 | 76.3 | 84.1 | 46.4 | 53.4 | 64.7 | 61.1 | 62.9 | 69.3 | 82.3 | 1.4 | 163 | 285 |
| MOT17-07-DPM | 51.8 | 48.5 | 40.1 | 21 | 8 | 2,045 | 5,923 | 64.9 | 84.3 | 36.6 | 44.9 | 38.9 | 74.6 | 51.4 | 66.7 | 79.2 | 4.1 | 171 | 372 |
| MOT17-07-FRCNN | 51.8 | 48.5 | 40.1 | 21 | 8 | 2,045 | 5,923 | 64.9 | 84.3 | 36.6 | 44.9 | 38.9 | 74.6 | 51.4 | 66.7 | 79.2 | 4.1 | 171 | 372 |
| MOT17-07-SDP | 51.8 | 48.5 | 40.1 | 21 | 8 | 2,045 | 5,923 | 64.9 | 84.3 | 36.6 | 44.9 | 38.9 | 74.6 | 51.4 | 66.7 | 79.2 | 4.1 | 171 | 372 |
| MOT17-08-DPM | 35.9 | 36.6 | 33.5 | 18 | 29 | 1,188 | 12,130 | 42.6 | 88.3 | 34.4 | 33.3 | 38.3 | 73.5 | 35.7 | 74.0 | 81.8 | 1.9 | 223 | 386 |
| MOT17-08-FRCNN | 35.9 | 36.6 | 33.5 | 18 | 29 | 1,188 | 12,130 | 42.6 | 88.3 | 34.4 | 33.3 | 38.3 | 73.5 | 35.7 | 74.0 | 81.8 | 1.9 | 223 | 386 |
| MOT17-08-SDP | 35.9 | 36.6 | 33.5 | 18 | 29 | 1,188 | 12,130 | 42.6 | 88.3 | 34.4 | 33.3 | 38.3 | 73.5 | 35.7 | 74.0 | 81.8 | 1.9 | 223 | 386 |
| MOT17-12-DPM | 56.8 | 68.2 | 55.3 | 29 | 26 | 642 | 3,061 | 64.7 | 89.7 | 61.6 | 50.0 | 68.9 | 78.1 | 55.1 | 76.5 | 84.8 | 0.7 | 38 | 129 |
| MOT17-12-FRCNN | 56.8 | 68.2 | 55.3 | 29 | 26 | 642 | 3,061 | 64.7 | 89.7 | 61.6 | 50.0 | 68.9 | 78.1 | 55.1 | 76.5 | 84.8 | 0.7 | 38 | 129 |
| MOT17-12-SDP | 56.8 | 68.2 | 55.3 | 29 | 26 | 642 | 3,061 | 64.7 | 89.7 | 61.6 | 50.0 | 68.9 | 78.1 | 55.1 | 76.5 | 84.8 | 0.7 | 38 | 129 |
| MOT17-14-DPM | 41.2 | 48.8 | 36.2 | 22 | 59 | 888 | 9,793 | 47.0 | 90.7 | 38.1 | 34.7 | 41.0 | 74.1 | 37.2 | 71.7 | 79.8 | 1.2 | 193 | 437 |
| MOT17-14-FRCNN | 41.2 | 48.8 | 36.2 | 22 | 59 | 888 | 9,793 | 47.0 | 90.7 | 38.1 | 34.7 | 41.0 | 74.1 | 37.2 | 71.7 | 79.8 | 1.2 | 193 | 437 |
| MOT17-14-SDP | 41.2 | 48.8 | 36.2 | 22 | 59 | 888 | 9,793 | 47.0 | 90.7 | 38.1 | 34.7 | 41.0 | 74.1 | 37.2 | 71.7 | 79.8 | 1.2 | 193 | 437 |
Raw data: