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Few-Shot Image Classification on Omniglot 5-Way
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99.7
Accuracy
Our GNN
39.38
55.04
70.7
86.36
Nov 10, 2017
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Our GNN
Shots=5-shot
2017.11
99.7
ConvNet with Memory
Shots=5-shot
2017.11
99.6
N. Statistician
Shots=5-shot
2017.11
99.5
Prototypical Networks
Shots=5-shot
2017.11
99.3
Our GNN
Shots=1-shot
2017.11
99.2
Matching Networks
Shots=5-shot
2017.11
98.9
Meta Networks
Shots=1-shot
2017.11
98.9
Siamese Net
Shots=5-shot
2017.11
98.4
ConvNet with Memory
Shots=1-shot
2017.11
98.4
Matching Networks
Shots=1-shot
2017.11
98.1
N. Statistician
Shots=1-shot
2017.11
98.1
Prototypical Networks
Shots=1-shot
2017.11
97.4
Siamese Net
Shots=1-shot
2017.11
97.3
Pixels
Shots=5-shot
2017.11
63.2
Pixels
Shots=1-shot
2017.11
41.7
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