Leaderboard
| Rank | Institution | Model name | Date | Paper | FPS | Hardware | Meta | Other | Favg | Fs1 | Fs2 | Fs3 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Fraunhofer IOSB | DetectoRS | 10-Oct-2022 | 5.0 | Tesla V100 | ✔ | 0.546 | 0.265 | 0.400 | 0.973 | ||
| 2 | Nvlab x Acvlab | PRBNet | 25-Oct-2022 | 6.0 | Tesla V100 | ✔ | 0.514 | 0.236 | 0.328 | 0.980 | ||
| 3 | Nvlab x Acvlab | Yolo v7 | 25-Oct-2022 | 6.0 | Tesla V100 | ✔ | 0.513 | 0.260 | 0.296 | 0.984 | ||
| 4 | Fraunhofer IOSB | FIOSB KA | 07-Oct-2022 | 17.0 | Tesla V100 | ✔ | 0.509 | 0.223 | 0.328 | 0.976 | ||
| 5 | Ocean U. | Ocean U. | 25-Oct-2022 | 0.5 | i7 CPU | ✔ | 0.492 | 0.223 | 0.283 | 0.970 | ||
| 6 | Nvlab x Acvlab | PRBNet Yolo v7 | 24-Oct-2022 | 6.0 | Tesla V100 | 0.485 | 0.216 | 0.260 | 0.980 | |||
| 7 | nutn | pcb | 24-Oct-2022 | 10.0 | RTX 2080 | 0.457 | 0.187 | 0.218 | 0.965 | |||
| 8 | yolov7 | 25-Oct-2022 | 20.0 | nvidia 1080ti | 0.449 | 0.158 | 0.232 | 0.957 | ||||
| 9 | NCKU | YOLO | 24-Oct-2022 | 10.0 | RTX 2080 | 0.445 | 0.186 | 0.235 | 0.915 | |||
| 10 | test | 25-Oct-2022 | 🔗 | 20.0 | nvidia 1080ti | 0.443 | 0.156 | 0.228 | 0.944 | |||
| 11 | MODS - Obstacle Detection | 21-Oct-2022 | 10.0 | RTX 2080 | 0.436 | 0.162 | 0.166 | 0.980 | ||||
| 12 | UT and UL | Test mrcnn | 20-Sep-2022 | 10.0 | RTX 2080 Ti | 0.419 | 0.122 | 0.172 | 0.964 | |||
| 13 | test | test | 22-Sep-2022 | 🔗 | -1.0 | test | 0.391 | 0.078 | 0.112 | 0.985 | ||
| 14 | UT and UL | Test yolo res | 20-Sep-2022 | 20.0 | RTX 2080 Ti | 0.391 | 0.078 | 0.112 | 0.985 |