Image Classification on Meta-Dataset Rank

Metric: Mean Rank (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Mean Rank▼	Extra Data	Paper	Date↕	Code
1	Relation Networks	11.8	No	Learning to Compare: Relation Network for Few-Sh...	2017-11-16	Code
2	k-NN	10.85	No	Meta-Dataset: A Dataset of Datasets for Learning...	2019-03-07	Code
3	Matching Networks	10.5	No	Matching Networks for One Shot Learning	2016-06-13	Code
4	fo-MAML	10.25	No	Model-Agnostic Meta-Learning for Fast Adaptation...	2017-03-09	Code
5	Finetune	8.7	No	Meta-Dataset: A Dataset of Datasets for Learning...	2019-03-07	Code
6	Prototypical Networks	8.5	No	Prototypical Networks for Few-shot Learning	2017-03-15	Code
7	fo-Proto-MAML	6.65	No	Meta-Dataset: A Dataset of Datasets for Learning...	2019-03-07	Code
8	CNAPs	5.95	No	Fast and Flexible Multi-Task Classification Usin...	2019-06-18	Code
9	SUR-pnf	4.25	No	Selecting Relevant Features from a Multi-domain ...	2020-03-20	Code
10	SUR	4.2	No	Selecting Relevant Features from a Multi-domain ...	2020-03-20	Code
11	Simple CNAPS	3.45	No	Improved Few-Shot Visual Classification	2019-12-07	Code
12	Transductive CNAPS	3.05	No	Enhancing Few-Shot Image Classification with Unl...	2020-06-17	Code
13	URT	2.85	No	A Universal Representation Transformer Layer for...	2020-06-21	Code