Referring Text Classification on COCO-Text (test)
83.6AccuracyLLaVA + Blur
Evaluation Results
| Method | Links | |
|---|---|---|
| LLaVA + BlurReferring Type=Box, Category=Training-Free Methods2024.07 | 83.6 | |
| LLaVA + BlurReferring Type=Mask, Category=Training-Free Methods2024.07 | 74.49 | |
| LLaVA + ControlMLLMReferring Type=Box, Category=Training-Free Methods2024.07 | 61.22 | |
| LLaVA + ControlMLLMReferring Type=Mask, Category=Training-Free Methods2024.07 | 60.28 | |
| Ferret-7BReferring Type=Mask, Category=Training Methods2024.07 | 56.34 | |
| LLaVA + ColorReferring Type=Box, Category=Training-Free Methods2024.07 | 56.34 | |
| Ferret-7BReferring Type=Box, Category=Training Methods2024.07 | 55.47 | |
| LLaVAReferring Type=Mask, Category=Training-Free Methods2024.07 | 55.47 | |
| GPT4-ROIReferring Type=Box, Category=Training Methods2024.07 | 54.23 | |
| LLaVA + ColorReferring Type=Mask, Category=Training-Free Methods2024.07 | 54.23 | |
| LLaVAReferring Type=Box, Category=Training-Free Methods2024.07 | 53.57 | |
| Shikra-7BReferring Type=Box, Category=Training Methods2024.07 | 50.07 | |
| LLaVA + Edit AttReferring Type=Mask, Category=Training-Free Methods2024.07 | 29.16 | |
| LLaVA + Edit AttReferring Type=Box, Category=Training-Free Methods2024.07 | 26.09 | |
| Kosmos-2Referring Type=Box, Category=Training Methods2024.07 | 16.55 |