AI RESEARCH
Bridging the Perception Gap in Image Super-Resolution Evaluation
arXiv CS.CV
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ArXi:2503.13074v3 Announce Type: replace As super-resolution (SR) techniques advance, we observe a growing distrust of evaluation metrics in recent SR research. An inconsistency often emerges between certain evaluation criteria and human perceptual preference. Although current SR research employs varying metrics to evaluate SR performance, it remains underexplored how robust and reliable these metrics actually are.