Compare Docvqa Models

What is Compare Docvqa Models ?

Compare Docvqa Models is a tool designed to evaluate and compare different Visual Question Answering (VQA) models. It allows users to assess how effectively various models can answer questions based on document images, helping identify the most accurate and efficient models for specific tasks. The tool supports multiple models, enabling side-by-side comparisons and providing insights into their strengths and weaknesses.

Features

• Multi-model comparison: Evaluates and contrasts performance across different VQA models.
• Accuracy assessment: Provides detailed metrics to measure model performance.
• Speed analysis: Compares the response times of different models.
• Visual feedback: Displays answers and confidence scores for easy comparison.
• Customizable inputs: Supports various document image formats and question types.

How to use Compare Docvqa Models ?

1. Upload a document image: Select or drag-and-drop a document image to analyze.
2. Choose models: Select the VQA models you wish to compare.
3. Enter a question: Input a question related to the document content.
4. Generate answers: Run the models to get answers and confidence scores.
5. Compare results: Review the responses and performance metrics side-by-side.
6. Export analysis: Save or share the comparison results for further review.

Frequently Asked Questions

What models are supported?
Compare Docvqa Models supports a wide range of popular VQA models, including pre-trained and custom models. Check the documentation for a full list of supported models.

How are models compared?
Models are compared based on accuracy, response time, and confidence scores. Users can also visualize discrepancies in answers for better understanding.

Can I customize the comparison settings?
Yes, users can filter models, adjust evaluation metrics, and specify question types to tailor the comparison to their needs.