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Book Dataset

Top

Papers

Task 1: BookCover30

Authors Title Link Method Accuracy
Iwana et al. Judging a Book By its Cover arXiv AlexNet 24.7%
Iwana et al. Judging a Book By its Cover arXiv LeNet 13.5%
Lucieri et al. Benchmarking Deep Learning Models for Classifcation of Book Covers SN Computer Science NASNet 30.5%
Lucieri et al. Benchmarking Deep Learning Models for Classifcation of Book Covers SN Computer Science SE-ResNeXt50 27.7%
Lucieri et al. Benchmarking Deep Learning Models for Classifcation of Book Covers SN Computer Science SE-ResNet50 27.1%
Lucieri et al. Benchmarking Deep Learning Models for Classifcation of Book Covers SN Computer Science IncRecNetv2 26.7%
Lucieri et al. Benchmarking Deep Learning Models for Classifcation of Book Covers SN Computer Science ResNet152 25.6%
Lucieri et al. Benchmarking Deep Learning Models for Classifcation of Book Covers SN Computer Science ResNet50 25.5%
Lucieri et al. Benchmarking Deep Learning Models for Classifcation of Book Covers SN Computer Science VGG16 25.1%
Lucieri et al. Benchmarking Deep Learning Models for Classifcation of Book Covers SN Computer Science DenseNet161 23.9%

Task 2: Book32

Authors Title Task Link
Shinahara et al. Serif or Sans: Visual Font Analytics on Book Covers and Online Advertisements Font to genre correlation ICDAR
Ikoma et al. Effect of Text Color on Word Embeddings Word embedding DAS

Contact

To report results, contact: [email protected]