Papers by Ioannis Maniadis Metaxas
More Images, More Problems? A Controlled Analysis of VLM Failure Modes. (2026.findings-acl)
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Anurag Das, Adrian Bulat, Alberto Baldrati, Ioannis Maniadis Metaxas, Bernt Schiele, Georgios Tzimiropoulos, Brais Martinez
| Challenge: | Existing evaluations of large vision language models lack a comprehensive analysis of their weaknesses and causes. |
| Approach: | They propose a new benchmark to evaluate multi-image capabilities of Large Vision Language Models. |
| Outcome: | The proposed model outperforms existing benchmarks on multi-image models. |