PPByteTrack: PP-YOLOE & ByteTrack
Video not available.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
CTMC-v1 |
Short name:
PPByteTrack
Description:
Reference:
Last submitted:
June 09, 2022 (2 years ago)
Published:
June 10, 2022 at 10:50:03 CET
Submissions:
2
Project page / code:
n/a
Open source:
Yes
Hardware:
Tesla V100
Runtime:
18.5 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | TRA | MT | ML | FP | FN | Rcll | Prcn | FAF | ID Sw. | Frag |
| CTMC-v1 | 51.0 | 58.5 | 55.16 | 481 (37.5) | 133 (10.4) | 190,267 | 273,567 | 71.2 | 78.0 | 2.6 | 2,010 (0.0) | 12,469 (0.0) |
Detailed performance:
| Sequence | MOTA | IDF1 | TRA | MT | ML | FP | FN | Rcll | Prcn | FAF | ID Sw. | Frag |
| 3T3-run02 | 35.5 | 51.0 | 48.63 | 10 | 2 | 7,427 | 9,245 | 64.4 | 69.3 | 3.5 | 80 | 410 |
| 3T3-run04 | 56.9 | 62.3 | 62.98 | 20 | 1 | 4,488 | 4,333 | 78.9 | 78.3 | 2.1 | 42 | 275 |
| 3T3-run06 | 54.9 | 72.2 | 57.35 | 18 | 5 | 2,697 | 4,072 | 72.9 | 80.3 | 1.6 | 9 | 134 |
| 3T3-run08 | 69.0 | 75.1 | 71.07 | 8 | 1 | 778 | 319 | 91.0 | 80.6 | 0.6 | 5 | 29 |
| A-10-run02 | 77.5 | 72.5 | 67.37 | 5 | 0 | 636 | 1,383 | 84.6 | 92.3 | 0.3 | 8 | 124 |
| A-10-run04 | -22.8 | 55.9 | 50.33 | 0 | 0 | 1,208 | 265 | 77.9 | 43.6 | 1.0 | 0 | 31 |
| A-10-run06 | 49.7 | 61.1 | 59.11 | 5 | 1 | 2,213 | 2,004 | 76.2 | 74.3 | 1.2 | 15 | 57 |
| A-549-run02 | 41.1 | 54.2 | 55.82 | 24 | 1 | 15,724 | 13,941 | 72.4 | 70.0 | 6.9 | 120 | 914 |
| A-549-run04 | 67.2 | 68.0 | 68.61 | 26 | 1 | 5,851 | 4,986 | 85.0 | 82.8 | 3.1 | 37 | 410 |
| APM-run02 | 40.3 | 46.5 | 50.52 | 4 | 1 | 4,140 | 5,755 | 65.5 | 72.5 | 2.0 | 49 | 252 |
| APM-run04 | 29.5 | 40.4 | 43.67 | 2 | 4 | 3,774 | 6,308 | 56.2 | 68.2 | 1.8 | 64 | 201 |
| APM-run06 | 11.8 | 28.2 | 32.88 | 3 | 7 | 7,531 | 13,651 | 43.5 | 58.3 | 3.2 | 145 | 474 |
| BPAE-run02 | 58.7 | 65.8 | 57.23 | 24 | 6 | 7,588 | 13,188 | 73.8 | 83.1 | 3.5 | 39 | 483 |
| BPAE-run04 | 55.9 | 66.8 | 59.05 | 10 | 3 | 5,097 | 6,503 | 75.3 | 79.6 | 2.7 | 21 | 199 |
| BPAE-run06 | 60.0 | 61.1 | 59.26 | 9 | 5 | 3,487 | 6,653 | 73.9 | 84.4 | 1.6 | 52 | 263 |
| CRE-BAG2-run02 | 36.6 | 47.3 | 48.75 | 38 | 22 | 24,229 | 36,511 | 62.1 | 71.2 | 9.5 | 281 | 1,626 |
| CRE-BAG2-run04 | 27.6 | 54.3 | 57.19 | 17 | 3 | 7,539 | 4,122 | 74.5 | 61.5 | 4.1 | 44 | 337 |
| CV-1-run02 | -0.6 | 56.2 | 46.13 | 2 | 1 | 587 | 296 | 66.3 | 49.8 | 2.0 | 1 | 10 |
| CV-1-run04 | -28.6 | 41.6 | 52.33 | 0 | 0 | 1,014 | 310 | 70.0 | 41.6 | 1.0 | 4 | 24 |
| LLC-MK2-run02b | 86.7 | 92.5 | 76.47 | 13 | 0 | 718 | 473 | 94.7 | 92.2 | 0.9 | 1 | 29 |
| LLC-MK2-run04 | 86.2 | 75.2 | 78.96 | 5 | 0 | 541 | 335 | 94.8 | 91.9 | 0.3 | 12 | 53 |
| LLC-MK2-run06 | 31.8 | 53.9 | 47.64 | 10 | 5 | 6,349 | 7,874 | 62.3 | 67.2 | 3.7 | 16 | 305 |
| MDBK-run02 | 88.0 | 91.4 | 75.45 | 3 | 0 | 27 | 90 | 90.8 | 97.0 | 0.0 | 0 | 1 |
| MDBK-run04 | 67.2 | 66.9 | 64.98 | 25 | 3 | 5,405 | 7,761 | 80.7 | 85.7 | 2.6 | 47 | 352 |
| MDBK-run06 | 61.9 | 63.8 | 60.88 | 17 | 7 | 3,845 | 6,338 | 76.4 | 84.3 | 2.2 | 63 | 374 |
| MDBK-run08 | 53.2 | 63.8 | 56.55 | 15 | 2 | 4,219 | 6,686 | 71.4 | 79.8 | 2.1 | 39 | 249 |
| MDBK-run10 | 66.9 | 69.5 | 65.61 | 33 | 4 | 6,918 | 9,007 | 81.4 | 85.1 | 2.9 | 76 | 635 |
| MDOK-run02 | 10.0 | 28.8 | 34.94 | 1 | 0 | 2,365 | 3,384 | 47.2 | 56.1 | 1.2 | 24 | 147 |
| MDOK-run04 | -27.6 | 3.7 | 1.81 | 0 | 2 | 939 | 2,620 | 6.2 | 15.5 | 0.6 | 4 | 7 |
| MDOK-run06 | 62.2 | 80.9 | 67.89 | 3 | 1 | 1,297 | 880 | 84.7 | 79.0 | 0.5 | 2 | 6 |
| MDOK-run08 | 6.2 | 40.6 | 27.62 | 3 | 8 | 5,014 | 9,911 | 37.8 | 54.5 | 2.8 | 17 | 107 |
| OK-run02 | 51.8 | 54.3 | 56.46 | 21 | 4 | 6,332 | 8,821 | 72.1 | 78.3 | 3.0 | 86 | 505 |
| OK-run04 | 45.2 | 56.8 | 56.51 | 4 | 1 | 1,572 | 1,868 | 70.4 | 73.9 | 1.7 | 25 | 112 |
| OK-run06 | 47.6 | 54.5 | 55.81 | 15 | 4 | 6,726 | 8,632 | 70.7 | 75.6 | 3.5 | 79 | 442 |
| PL1Ut-run02 | 36.4 | 42.7 | 43.38 | 11 | 7 | 4,835 | 10,759 | 56.4 | 74.2 | 3.6 | 91 | 403 |
| PL1Ut-run04 | 39.1 | 46.8 | 43.03 | 3 | 2 | 2,272 | 6,285 | 55.6 | 77.6 | 1.1 | 58 | 197 |
| RK-13-run02 | 72.4 | 76.4 | 66.52 | 12 | 0 | 2,017 | 2,377 | 85.1 | 87.1 | 1.9 | 11 | 225 |
| U2O-S-run02 | 60.4 | 56.6 | 56.63 | 32 | 8 | 16,647 | 37,770 | 72.7 | 85.8 | 3.8 | 305 | 1,701 |
| U2O-S-run04 | 67.2 | 76.6 | 65.97 | 30 | 11 | 6,221 | 7,851 | 81.7 | 85.0 | 2.9 | 38 | 366 |
Raw data:
