Image Classification on Mini-Imagenet 20-way (1-shot)

Metric: Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	TIM-GD	39.3	No	Transductive Information Maximization For Few-Sh...	2020-08-25	Code
2	Deep Comparison Network	32.07	No	RelationNet2: Deep Comparison Columns for Few-Sh...	2018-11-17	Code
3	Meta SGD	17.56	No	Meta-SGD: Learning to Learn Quickly for Few-Shot...	2017-07-31	Code
4	Matching Nets, (from )	17.31	No	Meta-SGD: Learning to Learn Quickly for Few-Shot...	2017-07-31	Code
5	Meta LSTM, (from )	16.7	No	Meta-SGD: Learning to Learn Quickly for Few-Shot...	2017-07-31	Code
6	MAML, (from )	16.49	No	Meta-SGD: Learning to Learn Quickly for Few-Shot...	2017-07-31	Code

#1TIM-GDSOTA
39.3
Accuracy· 2020-08-25
Transductive Information Maximization For Few-Shot Learning Code
#2Deep Comparison NetworkSOTA
32.07
Accuracy· 2018-11-17
RelationNet2: Deep Comparison Columns for Few-Shot Learning Code
#3Meta SGDSOTA
17.56
Accuracy· 2017-07-31
Meta-SGD: Learning to Learn Quickly for Few-Shot Learning Code
#4Matching Nets, (from )
17.31
Accuracy· 2017-07-31
Meta-SGD: Learning to Learn Quickly for Few-Shot Learning Code
#5Meta LSTM, (from )
16.7
Accuracy· 2017-07-31
Meta-SGD: Learning to Learn Quickly for Few-Shot Learning Code
#6MAML, (from )
16.49
Accuracy· 2017-07-31
Meta-SGD: Learning to Learn Quickly for Few-Shot Learning Code