Benchmark:
MOT17 |
Short name:
imbj
Detector:
Private
Description:
Reference:
Last submitted:
October 17, 2023 (1 month ago)
Published:
September 04, 2023 at 10:09:15 CET
Submissions:
4
Project page / code:
n/a
Open source:
No
Hardware:
GTX3080
Runtime:
67.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT17 | 81.2 | 82.3 | 66.2 | 1,290 (54.8) | 372 (15.8) | 23,250 | 81,984 | 85.5 | 95.4 | 67.3 | 65.4 | 72.8 | 80.3 | 70.7 | 78.9 | 83.2 | 1.3 | 891 (0.0) | 1,518 (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 | 64.9 | 75.0 | 59.8 | 13 | 5 | 513 | 1,742 | 73.0 | 90.2 | 66.4 | 53.8 | 71.6 | 81.6 | 60.2 | 74.4 | 83.4 | 1.1 | 6 | 10 |
| MOT17-01-FRCNN | 64.9 | 75.0 | 59.8 | 13 | 5 | 513 | 1,742 | 73.0 | 90.2 | 66.4 | 53.8 | 71.6 | 81.6 | 60.2 | 74.4 | 83.4 | 1.1 | 6 | 10 |
| MOT17-01-SDP | 64.9 | 75.0 | 59.8 | 13 | 5 | 513 | 1,742 | 73.0 | 90.2 | 66.4 | 53.8 | 71.6 | 81.6 | 60.2 | 74.4 | 83.4 | 1.1 | 6 | 10 |
| MOT17-03-DPM | 93.3 | 91.7 | 73.8 | 144 | 0 | 3,796 | 3,182 | 97.0 | 96.4 | 74.0 | 73.8 | 78.8 | 81.7 | 79.7 | 79.3 | 83.0 | 2.5 | 35 | 86 |
| MOT17-03-FRCNN | 93.3 | 91.7 | 73.8 | 144 | 0 | 3,796 | 3,182 | 97.0 | 96.4 | 74.0 | 73.8 | 78.8 | 81.7 | 79.7 | 79.3 | 83.0 | 2.5 | 35 | 86 |
| MOT17-03-SDP | 93.3 | 91.7 | 73.8 | 144 | 0 | 3,796 | 3,182 | 97.0 | 96.4 | 74.0 | 73.8 | 78.8 | 81.7 | 79.7 | 79.3 | 83.0 | 2.5 | 35 | 86 |
| MOT17-06-DPM | 64.3 | 68.0 | 54.2 | 108 | 59 | 1,028 | 3,150 | 73.3 | 89.4 | 54.4 | 54.2 | 72.7 | 65.0 | 60.6 | 73.8 | 82.5 | 0.9 | 31 | 109 |
| MOT17-06-FRCNN | 64.3 | 68.0 | 54.2 | 108 | 59 | 1,028 | 3,150 | 73.3 | 89.4 | 54.4 | 54.2 | 72.7 | 65.0 | 60.6 | 73.8 | 82.5 | 0.9 | 31 | 109 |
| MOT17-06-SDP | 64.3 | 68.0 | 54.2 | 108 | 59 | 1,028 | 3,150 | 73.3 | 89.4 | 54.4 | 54.2 | 72.7 | 65.0 | 60.6 | 73.8 | 82.5 | 0.9 | 31 | 109 |
| MOT17-07-DPM | 74.9 | 70.8 | 57.5 | 33 | 4 | 455 | 3,729 | 77.9 | 96.7 | 54.0 | 61.4 | 57.2 | 81.0 | 65.2 | 80.9 | 84.1 | 0.9 | 48 | 74 |
| MOT17-07-FRCNN | 74.9 | 70.8 | 57.5 | 33 | 4 | 455 | 3,729 | 77.9 | 96.7 | 54.0 | 61.4 | 57.2 | 81.0 | 65.2 | 80.9 | 84.1 | 0.9 | 48 | 74 |
| MOT17-07-SDP | 74.9 | 70.8 | 57.5 | 33 | 4 | 455 | 3,729 | 77.9 | 96.7 | 54.0 | 61.4 | 57.2 | 81.0 | 65.2 | 80.9 | 84.1 | 0.9 | 48 | 74 |
| MOT17-08-DPM | 64.6 | 59.9 | 50.2 | 35 | 6 | 1,179 | 6,178 | 70.8 | 92.7 | 46.8 | 54.7 | 53.0 | 73.9 | 59.4 | 77.9 | 83.6 | 1.9 | 130 | 152 |
| MOT17-08-FRCNN | 64.6 | 59.9 | 50.2 | 35 | 6 | 1,179 | 6,178 | 70.8 | 92.7 | 46.8 | 54.7 | 53.0 | 73.9 | 59.4 | 77.9 | 83.6 | 1.9 | 130 | 152 |
| MOT17-08-SDP | 64.6 | 59.9 | 50.2 | 35 | 6 | 1,179 | 6,178 | 70.8 | 92.7 | 46.8 | 54.7 | 53.0 | 73.9 | 59.4 | 77.9 | 83.6 | 1.9 | 130 | 152 |
| MOT17-12-DPM | 70.8 | 79.1 | 64.8 | 44 | 19 | 329 | 2,190 | 74.7 | 95.2 | 69.9 | 60.2 | 75.5 | 83.2 | 64.6 | 82.2 | 86.4 | 0.4 | 15 | 25 |
| MOT17-12-FRCNN | 70.8 | 79.1 | 64.8 | 44 | 19 | 329 | 2,190 | 74.7 | 95.2 | 69.9 | 60.2 | 75.5 | 83.2 | 64.6 | 82.2 | 86.4 | 0.4 | 15 | 25 |
| MOT17-12-SDP | 70.8 | 79.1 | 64.8 | 44 | 19 | 329 | 2,190 | 74.7 | 95.2 | 69.9 | 60.2 | 75.5 | 83.2 | 64.6 | 82.2 | 86.4 | 0.4 | 15 | 25 |
| MOT17-14-DPM | 58.7 | 71.3 | 52.2 | 53 | 31 | 450 | 7,157 | 61.3 | 96.2 | 57.7 | 47.4 | 60.6 | 82.4 | 50.1 | 78.6 | 82.7 | 0.6 | 32 | 50 |
| MOT17-14-FRCNN | 58.7 | 71.3 | 52.2 | 53 | 31 | 450 | 7,157 | 61.3 | 96.2 | 57.7 | 47.4 | 60.6 | 82.4 | 50.1 | 78.6 | 82.7 | 0.6 | 32 | 50 |
| MOT17-14-SDP | 58.7 | 71.3 | 52.2 | 53 | 31 | 450 | 7,157 | 61.3 | 96.2 | 57.7 | 47.4 | 60.6 | 82.4 | 50.1 | 78.6 | 82.7 | 0.6 | 32 | 50 |
Raw data: