Object Detection on DIOR (mAPtgt, mAPcoco, H)
69.4mAPtgtOV-DINO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OV-DINOFine-tuning Protocol=FFT2026.04 | 69.4 | 37.6 | 48.8 | |
| GroundingDINO-TFine-tuning Protocol=FFT2026.04 | 69 | 35.1 | 46.5 | |
| YOLO-World-XFine-tuning Protocol=FFT2026.04 | 68.8 | 0.1 | 0.2 | |
| GLIP-LFine-tuning Protocol=FFT2026.04 | 67.5 | 15.7 | 25.5 | |
| MR-GDINOFine-tuning Protocol=PEFT2026.04 | 62.1 | 23.7 | 34.3 | |
| OV-DINOFine-tuning Protocol=PEFT2026.04 | 60.3 | 13.5 | 22.1 | |
| ZiRaFine-tuning Protocol=PEFT2026.04 | 59.8 | 42.8 | 49.9 | |
| HSA-DINOFine-tuning Protocol=PEFT2026.04 | 57.3 | 49.3 | 53 | |
| GLIP-LFine-tuning Protocol=ZS2026.04 | 4.8 | 51.2 | 8.8 | |
| OV-DINOFine-tuning Protocol=ZS2026.04 | 3 | 50.6 | 5.7 | |
| GroundingDINO-TFine-tuning Protocol=ZS2026.04 | 2.9 | 48.4 | 5.5 | |
| YOLO-World-XFine-tuning Protocol=ZS2026.04 | 0.1 | 46.6 | 0.2 |