Referring Expression Grounding on RefCOCO RefCOCO+ RefCOCOg
46.13AccuracyUpper bound
Evaluation results
| Method | Links | |
|---|---|---|
| Upper boundBackbone=Janus-Pro-1B2025.12 | 46.13 | |
| MoDEBackbone=Janus-Pro-1B, Training Stage=Best Accuracy2025.12 | 44.99 | |
| MoDEBackbone=Janus-Pro-1B, Training Stage=Final Accuracy2025.12 | 44.99 | |
| Seq LoRABackbone=Janus-Pro-1B, Training Stage=Best Accuracy2025.12 | 41.65 | |
| Seq LoRABackbone=Janus-Pro-1B, Training Stage=Final Accuracy2025.12 | 41.65 | |
| CL-MoEBackbone=Janus-Pro-1B, Training Stage=Best Accuracy2025.12 | 38.92 | |
| CL-MoEBackbone=Janus-Pro-1B, Training Stage=Final Accuracy2025.12 | 38.92 | |
| Model TailorBackbone=Janus-Pro-1B, Training Stage=Best Accuracy2025.12 | 36.72 | |
| Model TailorBackbone=Janus-Pro-1B, Training Stage=Final Accuracy2025.12 | 36.72 | |
| Zero-shotBackbone=Janus-Pro-1B2025.12 | 0 |