Lost in Translation and Noise: A Deep Dive into the Failure Modes of VLMs on Real-World Tables

Anshul Singh, Rohan Chaudhary, Gagneet Singh +1

The impressive performance of VLMs is largely measured on benchmarks that fail to capture the complexities of real-world scenarios. Existing datasets for tabular QA, such as WikiTa…