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Papers Benchmarks Datasets Tasks

Books dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Books

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Personalized Recommendation

Books Active User

51Hit Rate @ 1

5

Books

35.5Speedup Ratio (k=10)

4

Graph Clustering

Books

82Clustering Accuracy

3

Interpreting attribution graphs via probe prompting

Books domain entity set

77.8Hit Rate

3

Attribution Graph Interpretation

Books

6.7Hit Rate

3

Anomaly Detection

books

57.55AUROC

2

Language Modeling

BOOKS (test)

10.89Perplexity

2

Language Modeling

BOOKS (dev)

14.2Perplexity

2

Text Similarity

BK3 (Books3)

90BLEU

2

Books

0.034P-Value

1

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Popular tasks

Recommendation Personalized Review Generation Language Modeling Sequential Recommendation Speculative Decoding

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