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SotA/Computer Vision/Few-Shot Image Classification/Mini-Imagenet 20-way (5-shot)

Few-Shot Image Classification on Mini-Imagenet 20-way (5-shot)

Metric: Accuracy (higher is better)

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#Model↕Accuracy▼Extra DataPaperDate↕Code
1TIM-GD59.5NoTransductive Information Maximization For Few-Sh...2020-08-25Code
2Deep Comparison Network47.31NoRelationNet2: Deep Comparison Columns for Few-Sh...2018-11-17Code
3Meta SGD28.92NoMeta-SGD: Learning to Learn Quickly for Few-Shot...2017-07-31Code
4Meta LSTM, (from )26.06NoMeta-SGD: Learning to Learn Quickly for Few-Shot...2017-07-31Code
5Matching Nets, (from )22.69NoMeta-SGD: Learning to Learn Quickly for Few-Shot...2017-07-31Code
6MAML, (from )19.29NoMeta-SGD: Learning to Learn Quickly for Few-Shot...2017-07-31Code