Referring Object Detection on RefCOCO low-data (testA)
87.63Top-1 AccuracyHeROD-G
Evaluation results
| Method | Links | |
|---|---|---|
| HeROD-GTraining data percentage=5%2026.03 | 87.63 | |
| HeROD-GTraining data percentage=2%2026.03 | 84.64 | |
| Grounding DINOTraining data percentage=5%2026.03 | 84.37 | |
| HeROD-GTraining data percentage=1%2026.03 | 82.91 | |
| HeROD-GTraining data percentage=0.5%2026.03 | 79.53 | |
| HeROD-GTraining data percentage=0.2%2026.03 | 78.13 | |
| HeROD-GTraining data percentage=0.1%2026.03 | 76.95 | |
| Grounding DINOTraining data percentage=2%2026.03 | 74.69 | |
| Grounding DINOTraining data percentage=1%2026.03 | 72.41 | |
| HeROD-UTraining data percentage=5%2026.03 | 70.53 | |
| Grounding DINOTraining data percentage=0.5%2026.03 | 69.4 | |
| Grounding DINOTraining data percentage=0.2%2026.03 | 67.72 | |
| Grounding DINOTraining data percentage=0.1%2026.03 | 65.64 | |
| HeROD-UTraining data percentage=2%2026.03 | 65.21 | |
| UNINEXTTraining data percentage=5%2026.03 | 57.24 | |
| HeROD-UTraining data percentage=1%2026.03 | 53.51 | |
| UNINEXTTraining data percentage=2%2026.03 | 49.67 | |
| HeROD-UTraining data percentage=0.5%2026.03 | 41.24 | |
| HeROD-UTraining data percentage=0.2%2026.03 | 36.45 | |
| UNINEXTTraining data percentage=1%2026.03 | 34.35 | |
| HeROD-UTraining data percentage=0.1%2026.03 | 33.2 | |
| UNINEXTTraining data percentage=0.5%2026.03 | 27.24 | |
| UNINEXTTraining data percentage=0.2%2026.03 | 23.23 | |
| UNINEXTTraining data percentage=0.1%2026.03 | 22.03 |