Object Detection on UODD (mAPtgt, mAPcoco, H)
56.1mAPtgtYOLO-World-X
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| YOLO-World-XFine-tuning Protocol=FFT2026.04 | 56.1 | 0 | 0 | |
| OV-DINOFine-tuning Protocol=FFT2026.04 | 53.1 | 42.2 | 47 | |
| OV-DINOFine-tuning Protocol=PEFT2026.04 | 49 | 46.3 | 47.6 | |
| HSA-DINOFine-tuning Protocol=PEFT2026.04 | 48.6 | 50.6 | 49.6 | |
| MR-GDINOFine-tuning Protocol=PEFT2026.04 | 47.4 | 0.1 | 0.2 | |
| ZiRaFine-tuning Protocol=PEFT2026.04 | 46.8 | 46.3 | 46.5 | |
| GLIP-LFine-tuning Protocol=FFT2026.04 | 36.6 | 27.8 | 31.6 | |
| GroundingDINO-TFine-tuning Protocol=FFT2026.04 | 36 | 37.5 | 36.7 | |
| GroundingDINO-TFine-tuning Protocol=ZS2026.04 | 6.3 | 48.4 | 11.1 | |
| GLIP-LFine-tuning Protocol=ZS2026.04 | 4.6 | 51.2 | 8.4 | |
| OV-DINOFine-tuning Protocol=ZS2026.04 | 2.9 | 50.6 | 5.5 | |
| YOLO-World-XFine-tuning Protocol=ZS2026.04 | 0.1 | 46.6 | 0.2 |