Object Detection on CARPK (test)
98.79AP50 (bbox)LEVIRDetNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LEVIRDetNet2026.06 | 98.79 | 98.82 | 90.7 | |
| DSTDA2026.06 | 98.2 | — | — | |
| MHA-YOLOv52026.06 | 97.95 | — | — | |
| YOLOv12x2026.06 | 97.29 | 71.35 | 84.41 | |
| Hossein2026.06 | 97.2 | — | — | |
| DEIMv2variant=DINOv3 + ViT-Base2026.06 | 96.74 | 74.21 | 89.68 | |
| ATSS2026.06 | 95.94 | — | — | |
| VFNet2026.06 | 94.97 | — | — | |
| GFLV22026.06 | 94.91 | — | — | |
| DEIM2026.06 | 94.25 | 67.23 | 80.27 | |
| QueryDet2026.06 | 93.96 | — | — | |
| YOLOX2026.06 | 93.86 | 58.87 | 66.6 | |
| CZ Det2026.06 | 92.18 | — | — | |
| RTMDet2026.06 | 91.87 | 57.37 | 89.62 | |
| DEIMv2variant=DINOv3 + CNN2026.06 | 91.06 | 64.37 | 79.13 | |
| SSD2026.06 | 90.15 | 50.66 | 50.58 | |
| DINO2026.06 | 90.14 | 60.16 | 70.81 | |
| TridentNet2026.06 | 89.83 | 47.48 | 82.26 | |
| FS-SSD2026.06 | 89.52 | — | — | |
| FSSD2026.06 | 87.59 | — | — | |
| DSSD2026.06 | 87.27 | — | — | |
| R-FCN2026.06 | 86.13 | — | — | |
| YOLOv32026.06 | 85.46 | 43.33 | 60.97 | |
| CenterNet2026.06 | 81.09 | 54.33 | 64.4 | |
| Faster R-CNN2026.06 | 80.96 | 53.28 | 63.24 | |
| HrNet2026.06 | 80.95 | 52.87 | 61.29 | |
| Fast R-CNN2026.06 | 80.07 | 52.78 | 60.76 | |
| DynamicVisscale=large2026.06 | 78.7 | 51.5 | 57.9 | |
| DynamicVisscale=base2026.06 | 78.4 | 48.3 | 51.9 | |
| FCOS2026.06 | 77.98 | 52.05 | 60.99 | |
| RetinaNet2026.06 | 77.72 | 48.27 | 52.9 | |
| Deformable DETR2026.06 | 77.37 | 44.82 | 47.25 | |
| EfficientDet2026.06 | 76.87 | 41.44 | 39.28 | |
| YOLOF2026.06 | 74.16 | 36.78 | 55.05 | |
| Sparse R-CNN2026.06 | 48.92 | 25.1 | 21.17 |