Papers by Rohit Sinha
Mind’s Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs (2026.acl-long)
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| Challenge: | Existing evaluations of multimodal large language models (MLLMs) have demonstrated compelling visual understanding in recent years. |
| Approach: | They propose a multimodal large language model with eight visuo-cognitive tasks inspired by classic human intelligence tests organized under a novel A–R–T taxonomy: Abstraction, Relation, and Transformation. |
| Outcome: | The proposed frameworks are based on eight visuo-cognitive tasks inspired by human intelligence tests and organized under a novel A–R–T taxonomy: Abstraction, Relation, and Transformation. |