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OGB

Open Graph Benchmark

GraphsUnknown

The Open Graph Benchmark (OGB) is a collection of realistic, large-scale, and diverse benchmark datasets for machine learning on graphs. OGB datasets are automatically downloaded, processed, and split using the OGB Data Loader. The model performance can be evaluated using the OGB Evaluator in a unified manner. OGB is a community-driven initiative in active development.

Source: https://ogb.stanford.edu/ Image Source: https://ogb.stanford.edu/

Related Benchmarks

ogbg-code2/Graph Property Prediction/Ext. data ogbg-code2/Graph Property Prediction/Number of params ogbg-code2/Graph Property Prediction/Test F1 score ogbg-code2/Graph Property Prediction/Validation F1 score ogbg-molesol/Graph Ranking/Kendall's Tau ogbg-molfreesolv/Graph Ranking/Kendall's Tau ogbg-molhiv/Graph Property Prediction/Ext. data ogbg-molhiv/Graph Property Prediction/Number of params ogbg-molhiv/Graph Property Prediction/Test ROC-AUC ogbg-molhiv/Graph Property Prediction/Validation ROC-AUC ogbg-mollipo/Graph Ranking/Kendall's Tau ogbg-molpcba/Graph Property Prediction/Ext. data ogbg-molpcba/Graph Property Prediction/Number of params ogbg-molpcba/Graph Property Prediction/Test AP ogbg-molpcba/Graph Property Prediction/Validation AP ogbg-ppa/Graph Property Prediction/Ext. data ogbg-ppa/Graph Property Prediction/Number of params ogbg-ppa/Graph Property Prediction/Test Accuracy ogbg-ppa/Graph Property Prediction/Validation Accuracy ogbl-biokg/Link Property Prediction/Ext. data ogbl-biokg/Link Property Prediction/Number of params ogbl-biokg/Link Property Prediction/Test MRR ogbl-biokg/Link Property Prediction/Validation MRR ogbl-citation2/Link Property Prediction/Ext. data ogbl-citation2/Link Property Prediction/Number of params ogbl-citation2/Link Property Prediction/Test MRR ogbl-citation2/Link Property Prediction/Validation MRR ogbl-collab/Link Prediction/Test Hits@50 ogbl-collab/Link Property Prediction/Ext. data ogbl-collab/Link Property Prediction/Number of params ogbl-collab/Link Property Prediction/Test Hits@50 ogbl-collab/Link Property Prediction/Validation Hits@50 ogbl-ddi/Link Property Prediction/Ext. data ogbl-ddi/Link Property Prediction/Number of params ogbl-ddi/Link Property Prediction/Test Hits@20 ogbl-ddi/Link Property Prediction/Validation Hits@20 ogbl-ppa/Link Property Prediction/Ext. data ogbl-ppa/Link Property Prediction/Number of params ogbl-ppa/Link Property Prediction/Test Hits@100 ogbl-ppa/Link Property Prediction/Validation Hits@100 ogbl-wikikg2/Link Property Prediction/Ext. data ogbl-wikikg2/Link Property Prediction/Number of params ogbl-wikikg2/Link Property Prediction/Test MRR ogbl-wikikg2/Link Property Prediction/Validation MRR ogbn-arxiv/Node Property Prediction/Ext. data ogbn-arxiv/Node Property Prediction/Number of params ogbn-arxiv/Node Property Prediction/Test Accuracy ogbn-arxiv/Node Property Prediction/Validation Accuracy ogbn-mag/Node Property Prediction/Ext. data ogbn-mag/Node Property Prediction/Number of params ogbn-mag/Node Property Prediction/Test Accuracy ogbn-mag/Node Property Prediction/Validation Accuracy ogbn-papers100M/Node Property Prediction/Ext. data ogbn-papers100M/Node Property Prediction/Number of params ogbn-papers100M/Node Property Prediction/Test Accuracy ogbn-papers100M/Node Property Prediction/Validation Accuracy ogbn-products/Node Classification/Inference Time (ms)ogbn-products/Node Property Prediction/Ext. data ogbn-products/Node Property Prediction/Number of params ogbn-products/Node Property Prediction/Test Accuracy ogbn-products/Node Property Prediction/Validation Accuracy ogbn-products: 20 nodes per class/Node Classification/Accuracy ogbn-proteins/Node Property Prediction/Ext. data ogbn-proteins/Node Property Prediction/Number of params ogbn-proteins/Node Property Prediction/Test ROC-AUC ogbn-proteins/Node Property Prediction/Validation ROC-AUC

Statistics

Papers: 1,000
Benchmarks: 0

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Tasks

Abstract generation Graph Classification Graph Property Prediction Link Prediction Link Property Prediction Node Classification Node Property Prediction