SST_MOT15: Single Shot Tracker
ETH-Linthescher
Benchmark:
MOT15 |
Short name:
SST_MOT15
Detector:
Public
Description:
n/a
Reference:
Shijie Sun, Naveed Akhtar, Ajmal Mian
Last submitted:
October 09, 2018 (6 years ago)
Published:
June 29, 2020 at 01:39:18 CET
Submissions:
2
Project page / code:
n/a
Open source:
Yes
Hardware:
GeForce GTX TiTAN, 2.7GHZ, 24 Core
Runtime:
6.3 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT15 | 35.8 | 39.6 | 30.7 | 56 (7.8) | 281 (39.0) | 4,065 | 33,669 | 45.2 | 87.2 | 29.9 | 32.3 | 33.6 | 65.0 | 34.7 | 67.0 | 76.5 | 0.7 | 1,728 (38.2) | 1,312 (29.0) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| ADL-Rundle-1 | 34.6 | 44.4 | 33.4 | 4 | 10 | 584 | 5,437 | 41.6 | 86.9 | 38.5 | 29.3 | 41.8 | 71.5 | 31.5 | 65.9 | 76.5 | 1.2 | 69 | 85 |
| ADL-Rundle-3 | 42.5 | 40.6 | 33.2 | 7 | 8 | 639 | 5,082 | 50.0 | 88.8 | 30.1 | 37.3 | 33.5 | 72.6 | 40.4 | 71.8 | 81.0 | 1.0 | 129 | 83 |
| AVG-TownCentre | 20.2 | 25.7 | 20.4 | 8 | 65 | 974 | 4,044 | 43.4 | 76.1 | 13.9 | 31.3 | 18.5 | 44.0 | 34.0 | 59.6 | 71.6 | 2.2 | 688 | 428 |
| ETH-Crossing | 31.7 | 40.0 | 28.6 | 0 | 18 | 18 | 653 | 34.9 | 95.1 | 29.4 | 27.9 | 31.8 | 70.9 | 28.8 | 78.4 | 81.9 | 0.1 | 14 | 12 |
| ETH-Jelmoli | 51.6 | 56.2 | 40.1 | 10 | 13 | 177 | 1,001 | 60.5 | 89.7 | 38.2 | 42.2 | 45.7 | 63.4 | 46.6 | 69.0 | 79.2 | 0.4 | 51 | 35 |
| ETH-Linthescher | 38.0 | 45.7 | 35.1 | 16 | 126 | 176 | 5,225 | 41.5 | 95.5 | 40.6 | 30.6 | 44.8 | 70.7 | 31.9 | 73.4 | 78.5 | 0.1 | 138 | 74 |
| KITTI-16 | 39.2 | 51.7 | 33.6 | 2 | 2 | 160 | 832 | 51.1 | 84.5 | 33.5 | 33.9 | 36.0 | 62.8 | 37.2 | 61.4 | 73.8 | 0.8 | 43 | 42 |
| KITTI-19 | 26.3 | 39.9 | 27.7 | 1 | 25 | 673 | 3,088 | 42.2 | 77.0 | 26.8 | 29.2 | 29.1 | 63.2 | 32.0 | 58.4 | 72.0 | 0.6 | 178 | 154 |
| PETS09-S2L2 | 36.7 | 28.5 | 21.0 | 1 | 5 | 569 | 5,198 | 46.1 | 88.6 | 13.8 | 32.2 | 16.5 | 49.3 | 34.4 | 66.1 | 74.7 | 1.3 | 338 | 337 |
| TUD-Crossing | 57.6 | 48.9 | 36.9 | 4 | 2 | 14 | 409 | 62.9 | 98.0 | 30.7 | 44.9 | 32.8 | 72.7 | 47.3 | 73.7 | 78.2 | 0.1 | 44 | 29 |
| Venice-1 | 38.3 | 45.6 | 34.1 | 3 | 7 | 81 | 2,700 | 40.8 | 95.8 | 40.2 | 29.0 | 43.1 | 71.7 | 30.0 | 70.5 | 76.0 | 0.2 | 36 | 33 |
Raw data:
