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PixelBytes Pokémon dataset

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arXiv2025-09-30 收录
下载链接:
https://huggingface.co/ffurfaro/PixelBytes-Pokemon
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资源简介:
该数据集专门用于评估PixelBytes嵌入在多模态序列生成中的应用,它融合了像素数据和字节码序列。该数据集对于测试包括循环神经网络(RNNs)、变换器(Transformers)和状态空间模型(State Space Models)在内的多种模型架构在生成多模态序列方面的性能至关重要。在训练过程中,涉及了汉明距离、余弦相似度和BLEU分数等多种评价指标。此外,所涉及的模型参数数量少于100,000个,任务重点在于多模态序列生成。

This dataset is specifically designed to evaluate the application of PixelBytes embeddings in multimodal sequence generation, as it integrates pixel data and bytecode sequences. It is critical for testing the performance of diverse model architectures, including Recurrent Neural Networks (RNNs), Transformers, and State Space Models, in generating multimodal sequences. A range of evaluation metrics such as Hamming distance, cosine similarity, and BLEU score are utilized during the training process. Furthermore, the involved models contain fewer than 100,000 parameters, and the task focuses on multimodal sequence generation.
提供机构:
Kaggle
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