Referring Expression Comprehension on RefCOCOg UMD (test)
86.18Precision@0.5 IoUGSVA-Llama2-13B
Evaluation Results
| Method | Links | |
|---|---|---|
| GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.12 | 86.18 | |
| GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.12 | 84.85 | |
| GSVA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.12 | 82.07 | |
| GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.12 | 81.83 | |
| u-LLaVA-7BStrategy=full-ft2023.12 | 81.68 | |
| LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Fine-tuned2023.12 | 81.48 | |
| LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Fine-tuned2023.12 | 81.27 | |
| LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Fine-tuned2023.12 | 80.42 | |
| GSVA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.12 | 79.21 | |
| GSVA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.12 | 78.89 | |
| u-LLaVA-7BStrategy=LoRA2023.12 | 78.24 | |
| LISA-Llama2-13BBackbone=Llama2-13B, Evaluation=Zero-shot2023.12 | 76.83 | |
| LISA-Vicuna-13BBackbone=Vicuna-13B, Evaluation=Zero-shot2023.12 | 73.34 | |
| LISA-Vicuna-7BBackbone=Vicuna-7B, Evaluation=Zero-shot2023.12 | 72.47 |