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IMDB (Heterogeneous Node Classification)
IMDB (Heterogeneous Node Classification)
Introduced 2021-12-30
A popular dataset for node classification on heterogeneous graphs.
Benchmarks
Node Classification
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Macro-F1
Node Classification
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Micro-F1
Node Classification
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Macro-F1
Related Benchmarks
IMDB-BINARY
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Classification
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Accuracy
IMDB-BINARY
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Classification
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Accuracy (10-fold)
IMDB-BINARY
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Graph Classification
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Accuracy
IMDB-BINARY
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Graph Classification
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Accuracy (10-fold)
IMDB-Clean
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3D
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Average mean absolute error
IMDB-Clean
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3D Face Modelling
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Average mean absolute error
IMDB-Clean
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3D Face Reconstruction
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Average mean absolute error
IMDB-Clean
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Age Estimation
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Average mean absolute error
IMDB-Clean
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Face Reconstruction
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Average mean absolute error
IMDB-Clean
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Facial Recognition and Modelling
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Average mean absolute error
IMDB-MULTI
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Classification
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Accuracy
IMDB-MULTI
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Classification
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Accuracy (10-fold)
IMDB-MULTI
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Graph Classification
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Accuracy
IMDB-MULTI
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Graph Classification
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Accuracy (10-fold)
IMDb
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Classification
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Accuracy
IMDb
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Classification
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F1
IMDb
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Classification
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Precision
IMDb
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Classification
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Recall
IMDb
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Graph Similarity
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mse (10^-3)
IMDb
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Link Prediction
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AUC
IMDb
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Paraphrase Identification
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Accuracy
IMDb
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Semantic Textual Similarity
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Accuracy
IMDb
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Sentiment Analysis
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Accuracy
IMDb
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Text Classification
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Accuracy
IMDb
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Text Classification
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F1
IMDb
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Text Classification
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Precision
IMDb
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Text Classification
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Recall
IMDb Movie Reviews
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Classification
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AUC
IMDb Movie Reviews
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Classification
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Accuracy (2 classes)
IMDb Movie Reviews
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Classification
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F1 Macro
IMDb Movie Reviews
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Data Mining
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Accuracy
IMDb Movie Reviews
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Data Mining
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F1
IMDb Movie Reviews
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Interpretable Machine Learning
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Accuracy
IMDb Movie Reviews
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Interpretable Machine Learning
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F1
IMDb Movie Reviews
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Sentiment Analysis
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Accuracy (2 classes)
IMDb Movie Reviews
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Sentiment Analysis
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F1 Macro
IMDb Movie Reviews
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Text Classification
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AUC
IMDb Movie Reviews
/
Text Classification
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Accuracy (2 classes)
IMDb Movie Reviews
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Text Classification
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F1 Macro
IMDb-B
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Classification
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Accuracy
IMDb-B
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Classification
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Accuracy (10-fold)
IMDb-B
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Classification
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Rand index
IMDb-B
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Graph Classification
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Accuracy
IMDb-B
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Graph Classification
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Accuracy (10-fold)
IMDb-B
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Graph Classification
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Rand index
IMDb-M
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Classification
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Accuracy
IMDb-M
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Classification
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Accuracy (10-fold)
IMDb-M
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Document Classification
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Accuracy
IMDb-M
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Graph Classification
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Accuracy
IMDb-M
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Graph Classification
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Accuracy (10-fold)
IMDb-M
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Text Classification
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Accuracy