2 papers
cs.CV2026
VLMs Win a Systematic Evaluation of Underwater Image Reconstruction
Sara Aghajanzadeh, Yingxue Wang, Ieva Bagdonaviciute +1
Underwater image restoration consists of recovering an image which looks like there is no water present. To date, evaluation has not been systematic. This paper describes a systema…
cs.CV2025
Physics Knowledge in Frontier Models: A Diagnostic Study of Failure Modes
Ieva Bagdonaviciute, Vibhav Vineet
While recent Vision-Language Models (VLMs) have achieved impressive progress, it remains difficult to determine why they succeed or fail on complex reasoning tasks. Traditional ben…