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Janus Pro 7B
Feature Release2025-01-27
Major update focusing on AI integration and user experience improvements
Highlights
- Multimodal understanding and visual generation results from Janus Pro.
- Comparison of text-to-image generation between Janus Pro and its predecessor, Janus.
- Architecture of Janus Pro.
Multimodal Understanding
- Integrates and processes data from both visual and textual inputs.
- Evaluates performance based on multimodal benchmarks like POPE, MME-Perception, GQA, and MMMU.
- Scales MME-Perception scores to the range [0, 100] for better interpretability.
- Provides a comprehensive evaluation across various metrics for improved understanding of complex multimodal data.
Visual Generation
- Evaluates visual generation on two key benchmarks: GenEval and DPG-Bench.
- Assesses the model's ability to follow instructions and generate relevant visual content.
- Improves upon previous state-of-the-art models, including both unified multimodal models and task-specific models.
- Targets high performance in instruction-based visual generation tasks.
Unified Multimodal Model Performance
- Combines multiple models into a single, cohesive framework for enhanced multimodal understanding.
- Outperforms previous state-of-the-art models across both multimodal understanding and visual generation.
- Demonstrates superior capabilities in handling complex multimodal tasks with more accurate results.
User Experience Optimization
- Optimizes display for better viewing experience, particularly for evaluation metrics and results.
- Ensures that the performance benchmarks and evaluation results are best viewed on screen for clearer insights.
- Focuses on delivering a visually engaging and user-friendly interface for interaction with model outputs.