Papers by Serwan Jassim
iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs (2025.emnlp-main)
Copied to clipboard
| Challenge: | Vision-Language Models (VLMs) struggle with spatial reasoning and visual alignment, despite their performance on 2D tasks. |
| Approach: | They propose a multimodal benchmark to evaluate VLMs' spatial reasoning capabilities based on the sliding tile puzzle . |
| Outcome: | The proposed model performs better on 2D tasks compared to 3D or text-based settings, but struggles with complex spatial configurations and consistently falls short of human performance. |