Object Detection on VisDrone (mAP50, APS, FPS)
39.6mAP50DINO-DETR + ViCrop-Det
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DINO-DETR + ViCrop-DetBase Architecture=DINO-DETR, Slicing Strategy=ViCrop-Det2026.04 | 39.6 | 36.2 | 34.2 | |
| DINO-DETR + ASAHIBase Architecture=DINO-DETR, Slicing Strategy=ASAHI2026.04 | 39.4 | 35.8 | 26.5 | |
| Deformable DETR + ViCrop-DetBase Architecture=Deformable DETR, Slicing Strategy=ViCrop-Det2026.04 | 39 | 35.4 | 33.9 | |
| RT-DETR-R50 + ViCrop-DetBase Architecture=RT-DETR-R50, Slicing Strategy=ViCrop-Det2026.04 | 38.9 | 35.2 | 38.6 | |
| DINO-DETR + SAHIBase Architecture=DINO-DETR, Slicing Strategy=SAHI2026.04 | 38.8 | 33.5 | 23.3 | |
| RT-DETR-R50 + ASAHIBase Architecture=RT-DETR-R50, Slicing Strategy=ASAHI2026.04 | 38.2 | 34.3 | 27.5 | |
| Deformable DETR + ASAHIBase Architecture=Deformable DETR, Slicing Strategy=ASAHI2026.04 | 38.1 | 33.9 | 26.7 | |
| RT-DETR-R50 + SAHIBase Architecture=RT-DETR-R50, Slicing Strategy=SAHI2026.04 | 38 | 32.5 | 24.2 | |
| DINO-DETRBase Architecture=DINO-DETR, Slicing Strategy=None2026.04 | 37.9 | 32.1 | 43 | |
| Deformable DETR + SAHIBase Architecture=Deformable DETR, Slicing Strategy=SAHI2026.04 | 37.8 | 31.2 | 22.5 | |
| RT-DETR-R50Base Architecture=RT-DETR-R50, Slicing Strategy=None2026.04 | 37 | 31.4 | 47.5 | |
| Deformable DETRBase Architecture=Deformable DETR, Slicing Strategy=None2026.04 | 36.4 | 30.6 | 42.4 |