Evaluating the Evaluators: Are Current Few-Shot Learning Benchmarks Fit for Purpose?
Luísa ShimabucoroTimothy M. HospedalesHenry GoukPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- active learning
- supervised learning
- learning process
- artificial neural networks
- online learning
- learning tasks
- incremental learning
- multi agent systems
- training data
- image sequences
- probabilistic model
- machine learning
- empirical studies
- background knowledge
- learning problems
- evaluation criteria
- inductive inference