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Amazon Review dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

Amazon Review

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Generative Recommendation

Amazon Beauty Review Data (test)

7.16Recall@10

7

Sentiment Classification

Amazon Review EN → JA (test)

87.21Books Accuracy

6

Sentiment Classification

Amazon Review EN → DE (test)

0.927Accuracy (Books)

6

Personalized Text Generation

Amazon Review

100User-level Accuracy (GT)

5

Cross-domain Rating Prediction

Amazon Review Video Games to Electronics

1.239RMSE

3

Cross-domain Rating Prediction

Amazon Review Movies & TV to Electronics

1.25RMSE

3

Cross-domain Rating Prediction

Amazon Review Digital Music to Electronics

1.228RMSE

3

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Popular tasks

Sentiment Classification Text Classification CTR Prediction Sequential Recommendation Recommendation

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