Papers by Khushboo Kumari
On the Cultural Anachronism and Temporal Reasoning in Vision Language Models (2026.findings-acl)
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| Challenge: | Vision-Language Models (VLMs) are increasingly applied to cultural heritage materials. |
| Approach: | They propose a temporal anachronism benchmark to evaluate temporal reasoning on 1,600 Indian cultural artifacts. |
| Outcome: | The proposed model achieves only 58.7% accuracy on the best model, which is a significant performance gap across architectures and scales. |