Object Detection on SkyFusion-ship 2024 (test)
60.39AP50 (bbox)LEVIRDetNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LEVIRDetNetEvaluation Protocol=Direct-transfer2026.06 | 60.39 | 26.86 | 53.41 | |
| YOLOv5xuEvaluation Protocol=Target-supervised2026.06 | 47.7 | — | — | |
| DynamicVis-largeEvaluation Protocol=Target-supervised2026.06 | 45.5 | 15.2 | 42.6 | |
| DINOEvaluation Protocol=Target-supervised2026.06 | 44.74 | 15.4 | 45.2 | |
| DEIMv2 (DINOv3 + ViT-Base)Backbone=ViT-Base, Pre-training=DINOv3, Evaluation Protocol=Target-supervised2026.06 | 44.1 | 15.18 | 49.06 | |
| YOLOv12xEvaluation Protocol=Target-supervised2026.06 | 43.56 | 17.66 | 16.74 | |
| DynamicVis-baseEvaluation Protocol=Target-supervised2026.06 | 43.4 | 15.9 | 30.1 | |
| FCOSEvaluation Protocol=Target-supervised2026.06 | 40.94 | 13.99 | 42.12 | |
| YOLOXEvaluation Protocol=Target-supervised2026.06 | 35.64 | 4.29 | 9.16 | |
| HrNetEvaluation Protocol=Target-supervised2026.06 | 31.85 | 10.94 | 47.32 | |
| Sparse R-CNNEvaluation Protocol=Target-supervised2026.06 | 31.3 | 9.59 | 28.78 | |
| RTMDetEvaluation Protocol=Target-supervised2026.06 | 30.2 | 10.7 | 35.42 | |
| SSDEvaluation Protocol=Target-supervised2026.06 | 28.77 | 7.62 | 36.18 | |
| DEIMv2 (DINOv3 + CNN)Backbone=CNN, Pre-training=DINOv3, Evaluation Protocol=Target-supervised2026.06 | 27.58 | 8.11 | 28.92 | |
| Faster R-CNNEvaluation Protocol=Target-supervised, Reference=[30]2026.06 | 26.21 | 7.61 | 45.52 | |
| EfficientDetEvaluation Protocol=Target-supervised2026.06 | 25.15 | 7.81 | 6.15 | |
| RetinaNetEvaluation Protocol=Target-supervised2026.06 | 25.15 | 7.81 | 6.15 | |
| YOLOv3Evaluation Protocol=Target-supervised2026.06 | 25.07 | 6.38 | 34.73 | |
| Fast R-CNNEvaluation Protocol=Target-supervised2026.06 | 21.53 | 7.7 | 49.57 | |
| Deformable DETREvaluation Protocol=Target-supervised2026.06 | 19.86 | 5.08 | 11.28 | |
| DEIMEvaluation Protocol=Target-supervised2026.06 | 17.9 | 5.71 | 15.62 | |
| YOLOFEvaluation Protocol=Target-supervised2026.06 | 11.32 | 2.46 | 45.92 | |
| TridentNetEvaluation Protocol=Target-supervised2026.06 | 5.94 | 0.51 | 31.85 |