Referring Expression Comprehension on RefCOCO+ UNC (test-A)
84.45Prec@0.5 IoUGSVA-Llama2-13B
Evaluation Results
| Method | Links | |
|---|---|---|
| GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.12 | 84.45 | |
| GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.12 | 81.69 | |
| u-LLaVA-7BStrategy=full-ft2023.12 | 81.16 | |
| LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.12 | 81.08 | |
| LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.12 | 80.56 | |
| LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.12 | 79.46 | |
| GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.12 | 79.1 | |
| GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.12 | 78.78 | |
| u-LLaVA-7BStrategy=LoRA2023.12 | 76.32 | |
| GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.12 | 75.62 | |
| GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.12 | 73.9 | |
| LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.12 | 73.77 | |
| LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.12 | 70.24 | |
| LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.12 | 68.93 |