Task-Aware Evaluation for Novel View Synthesis

Novel view synthesis aims to generate realistic images of a scene or object from new camera viewpoints, a task that has grown rapidly in importance, yet remains difficult to measure reliably due to the lack of human-aligned evaluation metrics.

We present PRISM, a task-aware evaluation framework for Novel View Synthesis. By leveraging diffusion-model features, PRISM assesses realism, viewpoint fidelity, and alignment with intended motion, providing a reliable human-aligned metric.

M.Sc. student under the supervision of Dr. Or Litany.