Referring Object Detection on RefCOCO low-data (testB)
78.25Top-1 AccuracyHeROD-G
Evaluation results
| Method | Links | |
|---|---|---|
| HeROD-GTraining data percentage=5%2026.03 | 78.25 | |
| Grounding DINOTraining data percentage=5%2026.03 | 73.5 | |
| HeROD-GTraining data percentage=2%2026.03 | 73.41 | |
| HeROD-GTraining data percentage=1%2026.03 | 72.33 | |
| HeROD-GTraining data percentage=0.5%2026.03 | 67.32 | |
| HeROD-GTraining data percentage=0.2%2026.03 | 66.52 | |
| HeROD-GTraining data percentage=0.1%2026.03 | 64.67 | |
| HeROD-UTraining data percentage=5%2026.03 | 58.74 | |
| Grounding DINOTraining data percentage=2%2026.03 | 58.37 | |
| Grounding DINOTraining data percentage=1%2026.03 | 56.7 | |
| HeROD-UTraining data percentage=2%2026.03 | 52.99 | |
| Grounding DINOTraining data percentage=0.5%2026.03 | 52.05 | |
| UNINEXTTraining data percentage=5%2026.03 | 51.4 | |
| Grounding DINOTraining data percentage=0.2%2026.03 | 50.72 | |
| Grounding DINOTraining data percentage=0.1%2026.03 | 50.26 | |
| HeROD-UTraining data percentage=1%2026.03 | 40.12 | |
| UNINEXTTraining data percentage=2%2026.03 | 39.73 | |
| HeROD-UTraining data percentage=0.5%2026.03 | 32.11 | |
| UNINEXTTraining data percentage=1%2026.03 | 27.77 | |
| HeROD-UTraining data percentage=0.2%2026.03 | 25.26 | |
| UNINEXTTraining data percentage=0.5%2026.03 | 18.61 | |
| HeROD-UTraining data percentage=0.1%2026.03 | 18.47 | |
| UNINEXTTraining data percentage=0.2%2026.03 | 16.8 | |
| UNINEXTTraining data percentage=0.1%2026.03 | 14.27 |