Referring Object Detection on RefCOCO+ (testB)
74.11Top-1 AccuracyHeROD-G
Evaluation Results
| Method | Links | |
|---|---|---|
| HeROD-GFine-tuning=w/2026.03 | 74.11 | |
| DQ-DETRFine-tuning=w/2026.03 | 73.21 | |
| Grounding DINO*Fine-tuning=w/2026.03 | 72.76 | |
| MDETRFine-tuning=w/2026.03 | 70.62 | |
| RefTRFine-tuning=w/2026.03 | 68.99 | |
| VILLA-LFine-tuning=w/2026.03 | 66.84 | |
| HeROD-UFine-tuning=w/2026.03 | 58.01 | |
| TransVGFine-tuning=w/2026.03 | 56.94 | |
| VGTRFine-tuning=w/2026.03 | 56.51 | |
| MAttNetFine-tuning=w/2026.03 | 56.02 | |
| UNINEXT*Fine-tuning=w/2026.03 | 55.33 | |
| Grounding DINO*Fine-tuning=w/o2026.03 | 46.06 |