The best overall F1 scores come from larger models such as Qwen2.5-VL and DeBERTa-v3, but performance is dataset-dependent and victim detection remains poor across all model families.
Batman, Pandaman and the Blind Man: A case study in social change memes and internet censorship in China,
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Decoding Memes: Benchmarking Narrative Role Classification across Multilingual and Multimodal Models
The best overall F1 scores come from larger models such as Qwen2.5-VL and DeBERTa-v3, but performance is dataset-dependent and victim detection remains poor across all model families.