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Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
The paper discusses a research project aimed at improving the capabilities of visual generators by addressing their limitation in fabricating what they don't know about the ever-evolving and vast visual world. The…
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
The researchers created two new datasets, SearchGen-20K and SearchGen-Bench, to evaluate the performance of current visual generators in handling a wide range of requests that require knowledge beyond what they were…
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
Researchers have created two datasets called SearchGen-20K and SearchGen-Bench, containing 20,839 prompts across twelve failure categories and twenty-two domains to evaluate the performance of visual generators. They…
