ConvFair: ConvFair
ETH-Linthescher
Benchmark:
MOT15 |
Short name:
ConvFair
Detector:
Public
Description:
Reference:
Last submitted:
May 02, 2022 (8 months ago)
Published:
May 02, 2022 at 21:39:28 CET
Submissions:
2
Project page / code:
n/a
Open source:
No
Hardware:
Nvidia Tesla V100 SXM2 32GB
Runtime:
23.4 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT15 | 49.3 | 52.6 | 40.0 | 285 (39.5) | 85 (11.8) | 13,578 | 16,608 | 73.0 | 76.8 | 35.3 | 45.7 | 45.8 | 55.7 | 56.8 | 59.8 | 78.1 | 2.3 | 980 (0.0) | 1,731 (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 |
| ADL-Rundle-1 | 35.7 | 45.4 | 35.0 | 10 | 1 | 2,875 | 2,998 | 67.8 | 68.7 | 31.4 | 39.9 | 39.2 | 53.5 | 52.5 | 53.2 | 76.2 | 5.8 | 111 | 239 |
| ADL-Rundle-3 | 30.5 | 39.5 | 31.7 | 19 | 2 | 3,708 | 3,202 | 68.5 | 65.3 | 25.3 | 39.9 | 36.3 | 46.4 | 55.4 | 52.8 | 80.4 | 5.9 | 151 | 154 |
| AVG-TownCentre | 47.6 | 64.9 | 44.6 | 100 | 24 | 1,653 | 1,906 | 73.3 | 76.0 | 45.1 | 44.5 | 54.9 | 61.1 | 55.0 | 57.0 | 75.1 | 3.7 | 189 | 371 |
| ETH-Crossing | 63.3 | 75.8 | 55.3 | 6 | 4 | 134 | 224 | 77.7 | 85.3 | 56.5 | 54.3 | 65.1 | 71.3 | 63.3 | 69.6 | 81.7 | 0.6 | 10 | 34 |
| ETH-Jelmoli | 47.6 | 61.7 | 47.1 | 26 | 5 | 819 | 469 | 81.5 | 71.6 | 45.9 | 48.4 | 59.3 | 58.3 | 65.9 | 57.9 | 81.5 | 1.9 | 41 | 65 |
| ETH-Linthescher | 61.5 | 54.4 | 44.0 | 66 | 44 | 1,091 | 2,203 | 75.3 | 86.0 | 37.1 | 52.4 | 55.9 | 50.7 | 60.6 | 69.2 | 80.9 | 0.9 | 144 | 173 |
| KITTI-16 | 44.6 | 60.2 | 42.1 | 6 | 1 | 398 | 512 | 69.9 | 74.9 | 40.3 | 44.0 | 48.4 | 60.0 | 54.7 | 58.6 | 77.1 | 1.9 | 33 | 51 |
| KITTI-19 | 40.3 | 57.0 | 39.7 | 13 | 0 | 1,468 | 1,627 | 69.5 | 71.7 | 38.0 | 42.0 | 45.4 | 58.0 | 52.8 | 54.4 | 74.0 | 1.4 | 93 | 206 |
| PETS09-S2L2 | 71.1 | 53.4 | 40.2 | 20 | 2 | 722 | 1,899 | 80.3 | 91.5 | 29.6 | 54.6 | 34.1 | 60.9 | 60.5 | 68.9 | 77.2 | 1.7 | 164 | 342 |
| TUD-Crossing | 88.9 | 64.7 | 51.3 | 13 | 0 | 19 | 87 | 92.1 | 98.2 | 37.4 | 70.4 | 52.0 | 53.5 | 74.8 | 79.8 | 82.6 | 0.1 | 16 | 22 |
| Venice-1 | 51.8 | 52.1 | 39.7 | 6 | 2 | 691 | 1,481 | 67.5 | 81.7 | 36.4 | 43.6 | 47.9 | 55.9 | 51.6 | 62.4 | 78.0 | 1.5 | 28 | 74 |
Raw data:
