Methodology
Improving learning efficiency? Test self-supervised, few-shot, transfer, and continual learning approaches.
Tasks in Methodology
Self-Supervised Learning
Learning representations without labeled data.
Transfer Learning
Transferring knowledge between tasks and domains.
Few-Shot Learning
Learning from very few examples.
Continual Learning
Learning new tasks without forgetting old ones.
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.