Papers by Fangdi Li
Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models (2025.emnlp-main)
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| Challenge: | Existing vision-language models lack spatial reasoning capability, despite their ability to comprehend spatial arrangements and model structural relations. |
| Approach: | They propose a benchmark to evaluate vision-language models' spatial perception, structural understanding, and reasoning capabilities by minimizing reliance on domain-specific knowledge. |
| Outcome: | The proposed benchmark is based on 1,100 carefully curated real-world images with high spatial complexity. |