researchJul 25
LAVE: Zero-shot VQA Evaluation on Docmatix with LLMs - Do We Still Need Fine-Tuning?
Researchers evaluated zero-shot performance of LLMs on Docmatix, a visual question answering benchmark. The study found that fine-tuning is not always necessary for strong performance. You can achieve competitive results with zero-shot LLMs, reducing the need for domain-specific training data.
Key takeaways
- Zero-shot LLMs achieve competitive VQA performance on Docmatix.
- Fine-tuning not always necessary for strong VQA results.
- Domain-specific training data may not be required.