Papers by Chenhui Gou
InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows (2025.emnlp-main)
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Kirolos Ataallah, Eslam Mohamed Bakr, Mahmoud Ahmed, Chenhui Gou, Khushbu Pahwa, Jian Ding, Mohamed Elhoseiny
| Challenge: | Existing benchmarks fail to test the full range of cognitive skills needed to process long-form videos . |
| Approach: | They propose a benchmark to evaluate models' ability to process long-form videos rigorously. |
| Outcome: | The benchmark measures the cognitive skills of models in understanding long-form videos . it offers the largest set of question-answer pairs for long video comprehension . |