Papers by Yuriel Ryan
Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics (2025.findings-emnlp)
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| Challenge: | PixelHumor is a benchmark dataset of 2,800 annotated multi-panel comics designed to evaluate LMMs’ ability to interpret multimodal humor and recognize narrative sequences. |
| Approach: | PixelHumor is a benchmark dataset of 2,800 annotated multi-panel comics designed to evaluate LMMs’ ability to interpret multimodal humor and recognize narrative sequences. |
| Outcome: | Experiments with state-of-the-art LMMs reveal that top models achieve only 61% accuracy in panel sequencing, far below human performance. |