Object Detection on HRPlane v2 (test)
98.59AP@50 (bbox)YOLOv12x
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| YOLOv12xEvaluation Protocol=target-supervised2026.06 | 98.59 | 78.51 | 94.83 | |
| LEVIRDetNetEvaluation Protocol=direct-transfer2026.06 | 98.53 | 81.92 | 96.1 | |
| YOLOXEvaluation Protocol=target-supervised2026.06 | 98.51 | 73.44 | 91.74 | |
| RTMDetEvaluation Protocol=target-supervised2026.06 | 98.5 | 77.37 | 93.67 | |
| DEIMv2Backbone=DINOv3 + ViT-Base, Evaluation Protocol=target-supervised2026.06 | 98.47 | 78.87 | 95.17 | |
| DEIMv2Backbone=DINOv3 + CNN, Evaluation Protocol=target-supervised2026.06 | 97.87 | 74.81 | 90.84 | |
| HrNetEvaluation Protocol=target-supervised2026.06 | 97.72 | 75.56 | 92.66 | |
| Faster R-CNNEvaluation Protocol=target-supervised2026.06 | 97.64 | 73.08 | 91.77 | |
| DINOEvaluation Protocol=target-supervised2026.06 | 97.59 | 76.09 | 93.13 | |
| SSDEvaluation Protocol=target-supervised2026.06 | 97.59 | 68.14 | 85 | |
| DEIMEvaluation Protocol=target-supervised2026.06 | 97.54 | 71.66 | 90.73 | |
| DynamicVis-largeEvaluation Protocol=target-supervised2026.06 | 97.3 | 75 | 91.7 | |
| EfficientDetEvaluation Protocol=target-supervised2026.06 | 96.81 | 65 | 80.03 | |
| TridentNetEvaluation Protocol=target-supervised2026.06 | 96.52 | 72.5 | 89.42 | |
| YOLOv10s-C2FEvaluation Protocol=target-supervised2026.06 | 96.5 | — | — | |
| Fast R-CNNEvaluation Protocol=target-supervised2026.06 | 96.45 | 69.25 | 86.72 | |
| DynamicVis-baseEvaluation Protocol=target-supervised2026.06 | 96.2 | 72.5 | 89.4 | |
| FCOSEvaluation Protocol=target-supervised2026.06 | 96.04 | 71.04 | 89.27 | |
| YOLOv3Evaluation Protocol=target-supervised2026.06 | 96.03 | 65.39 | 75.18 | |
| Deformable DETREvaluation Protocol=target-supervised2026.06 | 95.67 | 70.29 | 87.38 | |
| YOLOFEvaluation Protocol=target-supervised2026.06 | 94.8 | 61.58 | 75.66 | |
| RetinaNetEvaluation Protocol=target-supervised2026.06 | 92.62 | 58.66 | 70.78 | |
| YOLOv10s-C2F-SIoUEvaluation Protocol=target-supervised2026.06 | 92.2 | — | — | |
| Sparse R-CNNEvaluation Protocol=target-supervised2026.06 | 69.62 | 48.02 | 58.75 | |
| CenterNetEvaluation Protocol=target-supervised2026.06 | 67.87 | 45.55 | 52.93 |