Beyond Perturbation Magnitude: Direction-Dependent Responses in Multimodal Geometric Representations

Geometric alignment scores based on Gram determinants provide a compact way to model higher-order consistency among modalities, yet how such scores respond to modality degradation is poorly understood. This paper asks whether the response of a multimodal geometric score is determined primarily by th