Referring Object Detection on RefCOCO+ (testA)
87.67Top-1 AccuracyHeROD-G
Evaluation Results
| Method | Links | |
|---|---|---|
| HeROD-GFine-tuning=w/2026.03 | 87.67 | |
| Grounding DINO*Fine-tuning=w/2026.03 | 86.99 | |
| DQ-DETRFine-tuning=w/2026.03 | 86.15 | |
| MDETRFine-tuning=w/2026.03 | 84.09 | |
| RefTRFine-tuning=w/2026.03 | 82.26 | |
| VILLA-LFine-tuning=w/2026.03 | 81.54 | |
| HeROD-UFine-tuning=w/2026.03 | 74.73 | |
| MAttNetFine-tuning=w/2026.03 | 71.62 | |
| TransVGFine-tuning=w/2026.03 | 70.7 | |
| VGTRFine-tuning=w/2026.03 | 70.09 | |
| UNINEXT*Fine-tuning=w/2026.03 | 68.98 | |
| Grounding DINO*Fine-tuning=w/o2026.03 | 57.06 |