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Papers Benchmarks Datasets Tasks

Douban dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Douban

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Matrix Completion

Douban 1.0

0.721RMSE

6

Short-text Generation

Douban (test)

11.02F1 Score

6

Short-text generation

Douban

3.44Informativeness

6

Matrix Completion

Douban 3k

0.732RMSE

6

Link Prediction

Douban 20% edges (test)

82.3AUC

6

Network reconstruction

Douban

93AUC

6

Graph Alignment

Douban Online-Offline

0.17Training Time (s)

4

Binary Classification

DOUBAN

60.85Accuracy

3

Matrix Completion

Douban canonical 80/20 (test)

0.734RMSE

3

Recommendation System

Douban

128Model Dimension

2

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Popular tasks

Rating Prediction Matrix completion Cross-domain Recommendation Cross-domain Out-of-Distribution Recommendation Graph Alignment

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