Referring Expression Comprehension on RefCOCO UNC (test-A)
92.08Precision@0.5 IoUGSVA-Llama2-13B
Evaluation results
| Method | Links | |
|---|---|---|
| GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.12 | 92.08 | |
| GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.12 | 90.49 | |
| GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.12 | 89.54 | |
| u-LLaVA-7BStrategy=full-ft2023.12 | 89.47 | |
| GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.12 | 89.22 | |
| LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.12 | 89.05 | |
| LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.12 | 88.84 | |
| LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.12 | 88.84 | |
| GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.12 | 88.01 | |
| u-LLaVA-7BStrategy=LoRA2023.12 | 87.13 | |
| GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.12 | 87.01 | |
| LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.12 | 85.56 | |
| LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.12 | 83.26 | |
| LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.12 | 81.72 |