Short name:
FineTrack
Detector:
Private
Description:
Reference:
H. Ren, S. Han, H. Ding, Z. Zhang, H. Wang, F. Wang. Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation. In ArXiv, 2023.
Last submitted:
November 14, 2022 (1 year ago)
Published:
November 14, 2022 at 06:46:43 CET
Submissions:
1
Project page / code:
n/a
Open source:
No
Hardware:
1080Ti
Runtime:
35.5 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 | 80.0 | 79.5 | 64.3 | 1,218 (51.7) | 411 (17.5) | 21,750 | 90,096 | 84.0 | 95.6 | 64.5 | 64.5 | 70.1 | 78.3 | 69.4 | 79.0 | 83.1 | 1.2 | 1,272 (0.0) | 1,839 (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 | 63.9 | 65.5 | 54.0 | 12 | 6 | 445 | 1,873 | 71.0 | 91.1 | 54.6 | 53.4 | 59.9 | 77.3 | 58.9 | 75.7 | 83.4 | 1.0 | 12 | 33 |
| MOT17-01-FRCNN | 63.9 | 65.5 | 54.0 | 12 | 6 | 445 | 1,873 | 71.0 | 91.1 | 54.6 | 53.4 | 59.9 | 77.3 | 58.9 | 75.7 | 83.4 | 1.0 | 12 | 33 |
| MOT17-01-SDP | 63.9 | 65.5 | 54.0 | 12 | 6 | 445 | 1,873 | 71.0 | 91.1 | 54.6 | 53.4 | 59.9 | 77.3 | 58.9 | 75.7 | 83.4 | 1.0 | 12 | 33 |
| MOT17-03-DPM | 92.6 | 90.2 | 72.7 | 144 | 0 | 3,806 | 3,892 | 96.3 | 96.4 | 72.2 | 73.5 | 77.5 | 80.3 | 79.3 | 79.3 | 82.9 | 2.5 | 47 | 104 |
| MOT17-03-FRCNN | 92.6 | 90.2 | 72.7 | 144 | 0 | 3,806 | 3,892 | 96.3 | 96.4 | 72.2 | 73.5 | 77.5 | 80.3 | 79.3 | 79.3 | 82.9 | 2.5 | 47 | 104 |
| MOT17-03-SDP | 92.6 | 90.2 | 72.7 | 144 | 0 | 3,806 | 3,892 | 96.3 | 96.4 | 72.2 | 73.5 | 77.5 | 80.3 | 79.3 | 79.3 | 82.9 | 2.5 | 47 | 104 |
| MOT17-06-DPM | 63.3 | 68.8 | 54.6 | 106 | 60 | 938 | 3,313 | 71.9 | 90.0 | 56.1 | 53.4 | 67.4 | 71.0 | 59.4 | 74.4 | 82.8 | 0.8 | 69 | 87 |
| MOT17-06-FRCNN | 63.3 | 68.8 | 54.6 | 106 | 60 | 938 | 3,313 | 71.9 | 90.0 | 56.1 | 53.4 | 67.4 | 71.0 | 59.4 | 74.4 | 82.8 | 0.8 | 69 | 87 |
| MOT17-06-SDP | 63.3 | 68.8 | 54.6 | 106 | 60 | 938 | 3,313 | 71.9 | 90.0 | 56.1 | 53.4 | 67.4 | 71.0 | 59.4 | 74.4 | 82.8 | 0.8 | 69 | 87 |
| MOT17-07-DPM | 73.7 | 65.9 | 54.1 | 31 | 4 | 456 | 3,905 | 76.9 | 96.6 | 48.9 | 60.0 | 51.9 | 79.0 | 63.9 | 80.3 | 83.6 | 0.9 | 76 | 107 |
| MOT17-07-FRCNN | 73.7 | 65.9 | 54.1 | 31 | 4 | 456 | 3,905 | 76.9 | 96.6 | 48.9 | 60.0 | 51.9 | 79.0 | 63.9 | 80.3 | 83.6 | 0.9 | 76 | 107 |
| MOT17-07-SDP | 73.7 | 65.9 | 54.1 | 31 | 4 | 456 | 3,905 | 76.9 | 96.6 | 48.9 | 60.0 | 51.9 | 79.0 | 63.9 | 80.3 | 83.6 | 0.9 | 76 | 107 |
| MOT17-08-DPM | 65.2 | 54.0 | 47.8 | 35 | 6 | 1,025 | 6,177 | 70.8 | 93.6 | 42.7 | 54.5 | 50.2 | 67.0 | 59.0 | 78.0 | 83.3 | 1.6 | 151 | 190 |
| MOT17-08-FRCNN | 65.2 | 54.0 | 47.8 | 35 | 6 | 1,025 | 6,177 | 70.8 | 93.6 | 42.7 | 54.5 | 50.2 | 67.0 | 59.0 | 78.0 | 83.3 | 1.6 | 151 | 190 |
| MOT17-08-SDP | 65.2 | 54.0 | 47.8 | 35 | 6 | 1,025 | 6,177 | 70.8 | 93.6 | 42.7 | 54.5 | 50.2 | 67.0 | 59.0 | 78.0 | 83.3 | 1.6 | 151 | 190 |
| MOT17-12-DPM | 69.2 | 75.0 | 60.4 | 42 | 18 | 359 | 2,293 | 73.5 | 94.7 | 62.7 | 58.4 | 70.4 | 77.3 | 62.9 | 81.0 | 85.6 | 0.4 | 21 | 31 |
| MOT17-12-FRCNN | 69.2 | 75.0 | 60.4 | 42 | 18 | 359 | 2,293 | 73.5 | 94.7 | 62.7 | 58.4 | 70.4 | 77.3 | 62.9 | 81.0 | 85.6 | 0.4 | 21 | 31 |
| MOT17-12-SDP | 69.2 | 75.0 | 60.4 | 42 | 18 | 359 | 2,293 | 73.5 | 94.7 | 62.7 | 58.4 | 70.4 | 77.3 | 62.9 | 81.0 | 85.6 | 0.4 | 21 | 31 |
| MOT17-14-DPM | 52.1 | 63.9 | 46.0 | 36 | 43 | 221 | 8,579 | 53.6 | 97.8 | 50.6 | 42.0 | 53.7 | 78.9 | 43.7 | 79.8 | 82.7 | 0.3 | 48 | 61 |
| MOT17-14-FRCNN | 52.1 | 63.9 | 46.0 | 36 | 43 | 221 | 8,579 | 53.6 | 97.8 | 50.6 | 42.0 | 53.7 | 78.9 | 43.7 | 79.8 | 82.7 | 0.3 | 48 | 61 |
| MOT17-14-SDP | 52.1 | 63.9 | 46.0 | 36 | 43 | 221 | 8,579 | 53.6 | 97.8 | 50.6 | 42.0 | 53.7 | 78.9 | 43.7 | 79.8 | 82.7 | 0.3 | 48 | 61 |
Raw data: