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Benchmarks

GAIA Benchmark Overview

GAIA (General AI Assistant) is a comprehensive benchmark designed to evaluate AI assistants' capabilities in solving real-world problems. The benchmark consists of three distinct difficulty levels, each testing different aspects of AI capabilities.

Benchmark Levels

Level 1: Basic Tasks

  • Language understanding and generation
  • Simple task completion
  • Basic reasoning capabilities
  • Direct question answering

Level 2: Complex Problems

  • Multi-step problem solving
  • Context awareness
  • Logical reasoning
  • Task planning and execution

Level 3: Advanced Challenges

  • Abstract reasoning
  • Creative problem solving
  • Decision making under uncertainty
  • Complex system understanding

GenZ Performance

GenZ has achieved state-of-the-art performance across all three difficulty levels of the GAIA benchmark. This achievement demonstrates GenZ's capabilities as a truly general AI assistant, particularly noteworthy for its proficiency in Bangla language tasks.

Automated Evaluation

Our continuous integration pipeline includes automated benchmark evaluation: 1. Regular testing on GAIA benchmark suite 2. Performance tracking and logging 3. Automated result compilation 4. Continuous comparison with previous versions

TODO

  • [ ] Add specific performance metrics for each level
  • [ ] Include comparison charts with other models
  • [ ] Add real-world use case examples
  • [ ] Implement automated performance regression testing