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Bridging the Gap: AI Benchmarks and Real-World Applications
This chapter explores the disconnect between academic benchmarks and practical applications in robotics and AI, particularly focusing on the implications of datasets like ImageNet. It examines the evolution of dataset challenges and the need for a unifying benchmark that addresses the current demands of the field.