Author

Adhithya Laxman Ravi Shankar Geetha

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Preprint Aug 2026

Investigating Relational Reasoning in VLMs

This work uses the Qwen3-VL-4B (Bai et al., 2025), a modern VLM, to decode how visual information is encoded across depths and proposes a synthetic dataset of simple geometric shapes for controlled analysis, along with queries crafted to precisely test language cues.

Adhithya Laxman Ravi Shankar Geetha, Aulia Kharis Rakhmasari, Haleema Ramzan et al. · 0 citations