Role QA
Overview
Vibe-Eval is a robust, open evaluation benchmark and framework designed to rigorously assess the capabilities of multimodal language models. It provides an extensive collection of visual understanding prompts for testing model performance on real-world, challenging tasks.
Key Features:
- 269 high-quality, diverse image-text prompts for comprehensive model evaluation
- 100 prompts classified as hard difficulty, challenging even frontier models
- Expert-curated gold-standard reference answers for each prompt
Use Cases:
- Testing and probing the capabilities of multimodal chat models on day-to-day tasks
- Benchmarking model performance across structured and open-ended prompts
- Facilitating reproducible and controlled experiments for AI research and development
Benefits:
- Provides a nuanced understanding of model strengths and limitations
- Enables granular and consistent progress measurement for evolving models
- Supports both automated scoring and periodic human evaluation for reliability
Capabilities
- Identifies and remediates code vulnerabilities and security issues in applications
- Conducts adversarial testing to simulate real-world hacking scenarios
- Integrates seamlessly with diverse development tools including Lovable, Replit, Cursor, and Firebase Studio
- Executes comprehensive CI/CD secret scanning to prevent data exposure
- Generates automated remediation suggestions for identified security flaws