Papers by Nohayr Muhammad Abdelmoneim
Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs (2025.findings-emnlp)
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Mohamad Ballout, Okajevo Wilfred, Seyedalireza Yaghoubi, Nohayr Muhammad Abdelmoneim, Julius Mayer, Elia Bruni
| Challenge: | SPLICE is a benchmark designed to probe event-based reasoning across multiple dimensions. |
| Approach: | They introduce a human-curated benchmark to probe event-based reasoning across multiple dimensions. |
| Outcome: | The proposed benchmark includes 3,381 human-filtered videos spanning 12 categories and 180 sub-categories . results show that state-of-the-art vision-language models struggle to match human performance . |