Object Detection on DOTA v1.5 (with Speed Metrics)
52.5mAP50DINO-DETR + ViCrop-Det
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DINO-DETR + ViCrop-DetBase Architecture=DINO-DETR, Slicing Strategy=ViCrop-Det2026.04 | 52.5 | 48.9 | 31.5 | |
| DINO-DETR + ASAHIBase Architecture=DINO-DETR, Slicing Strategy=ASAHI2026.04 | 52.1 | 46.6 | 26.3 | |
| DINO-DETR + SAHIBase Architecture=DINO-DETR, Slicing Strategy=SAHI2026.04 | 51.8 | 45.7 | 19.8 | |
| RT-DETR-R50 + ViCrop-DetBase Architecture=RT-DETR-R50, Slicing Strategy=ViCrop-Det2026.04 | 51.5 | 48.1 | 34.6 | |
| RT-DETR-R50 + ASAHIBase Architecture=RT-DETR-R50, Slicing Strategy=ASAHI2026.04 | 51.2 | 45 | 28.5 | |
| DINO-DETRBase Architecture=DINO-DETR, Slicing Strategy=None2026.04 | 51.2 | 44.5 | 39.4 | |
| RT-DETR-R50 + SAHIBase Architecture=RT-DETR-R50, Slicing Strategy=SAHI2026.04 | 50.9 | 43.3 | 22.3 | |
| Deformable DETR + ViCrop-DetBase Architecture=Deformable DETR, Slicing Strategy=ViCrop-Det2026.04 | 50.5 | 47 | 31.7 | |
| RT-DETR-R50Base Architecture=RT-DETR-R50, Slicing Strategy=None2026.04 | 50.1 | 43.6 | 43.2 | |
| Deformable DETR + ASAHIBase Architecture=Deformable DETR, Slicing Strategy=ASAHI2026.04 | 49.8 | 44.5 | 26.6 | |
| Deformable DETR + SAHIBase Architecture=Deformable DETR, Slicing Strategy=SAHI2026.04 | 49.5 | 42.6 | 20.4 | |
| Deformable DETRBase Architecture=Deformable DETR, Slicing Strategy=None2026.04 | 49.1 | 42.2 | 39.6 |