Science Visual Question Answering on SQAI ScienceQA-Image
69.5AccuracyLLaVA-1.5-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLaVA-1.5-7BRetained Tokens=576, Pruning Ratio=0%, Base Model=LLaVA-1.5-7B2025.03 | 69.5 | 100 | |
| TwigVLM++Retained Tokens=128, Pruning Ratio=77.8%, Base Model=LLaVA-1.5-7B2025.03 | 69.5 | 99.2 | |
| TwigVLM++Retained Tokens=64, Pruning Ratio=88.9%, Base Model=LLaVA-1.5-7B2025.03 | 69.5 | 97.7 | |
| TwigVLM++Retained Tokens=192, Pruning Ratio=66.7%, Base Model=LLaVA-1.5-7B2025.03 | 69.2 | 99.6 |