Enhancing cross-modal retrieval via label graph optimization and hybrid loss functions

Key Points

• Improved cross-modal retrieval accuracy was observed, with a notable enhancement in performance metrics.
• The hybrid loss functions contributed significantly to optimization, leading to a clear edge in retrieval outcomes.
• Utilizing label graph optimization methods, the study explored new pathways for information retrieval effectiveness.
• This approach highlights potential advancements in cross-modal retrieval strategies, especially in information use contexts.