Graphs
Working with network data? Test graph learning models on node classification, link prediction, and molecular property tasks.
Tasks in Graphs
Node Classification
Classifying nodes in graphs (Cora, Citeseer, PubMed).
Link Prediction
Predicting missing edges in graphs.
Graph Classification
Classifying entire graphs.
Molecular Property Prediction
Predicting properties of molecules represented as graphs.
Explore Other Areas
Computer Vision
Building systems that understand images and video? Find benchmarks for recognition, detection, segmentation, and document analysis tasks.
Natural Language Processing
Processing and understanding text? Evaluate your models on language understanding, generation, translation, and information extraction benchmarks.
Reasoning
Testing if your model can think logically? Benchmark math problem solving, commonsense understanding, and multi-step reasoning capabilities.
Computer Code
Developing AI coding assistants? Test code generation, completion, translation, bug detection, and repair capabilities.