Quality of Experience Evaluation: Humans, Data, and Agents

Quality of Experience Evaluation: Humans, Data, and Agents

This work introduces the development history, latest advances, and future trends of visual quality of experience evaluation. It discusses three hierarchical levels of quality of experience evaluation: human media quality of experience, human-model quality of experience, and model-data quality of experience. Several progresses in large model evaluation and model experience evaluation are presented, and a unified theory of quality of experience under the free energy framework is explored.