OpenCodePapers
few-shot-image-classification-on-mini-12
Image Classification
Few-Shot Image Classification
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Paper
Code
Accuracy
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ModelName
ReleaseDate
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Enhancing Few-Shot Image Classification with Unlabelled Examples
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68.5
Transductive CNAPS + FETI
2020-06-17
Improved Few-Shot Visual Classification
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63.5
Simple CNAPS + FETI
2019-12-07
Transductive Information Maximization For Few-Shot Learning
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56.1
TIM-GD
2020-08-25
Enhancing Few-Shot Image Classification with Unlabelled Examples
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42.8
Transductive CNAPS
2020-06-17
Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning
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38.4
TPN (Higher Shot)
2018-05-25
Improved Few-Shot Visual Classification
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37.1
Simple CNAPS
2019-12-07
Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning
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35.2
Label Propagation
2018-05-25
Learning to Compare: Relation Network for Few-Shot Learning
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34.9
Relation Networks
2017-11-16
Prototypical Networks for Few-shot Learning
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34.6
Prototypical Networks (Higher Way)
2017-03-15
Prototypical Networks for Few-shot Learning
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32.9
Prototypical Networks
2017-03-15
On First-Order Meta-Learning Algorithms
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32.0
Reptile+BN
2018-03-08
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
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31.8
MAML + Transduction
2017-03-09
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
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31.3
MAML
2017-03-09
On First-Order Meta-Learning Algorithms
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31.1
Reptile
2018-03-08