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Benchmarks
Few-Shot Image Classification on Omniglot 20-Way
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99
Accuracy
Our GNN
23.808
43.329
62.85
82.371
Nov 10, 2017
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Our GNN
Shots=5-shot
2017.11
99
Prototypical Networks
Shots=5-shot
2017.11
98.8
ConvNet with Memory
Shots=5-shot
2017.11
98.6
Matching Networks
Shots=5-shot
2017.11
98.5
N. Statistician
Shots=5-shot
2017.11
98.1
Our GNN
Shots=1-shot
2017.11
97.4
Siamese Net
Shots=5-shot
2017.11
97
Meta Networks
Shots=1-shot
2017.11
97
Prototypical Networks
Shots=1-shot
2017.11
95.4
ConvNet with Memory
Shots=1-shot
2017.11
95
Res. Pair-Wise
Shots=1-shot
2017.11
94.8
Matching Networks
Shots=1-shot
2017.11
93.8
N. Statistician
Shots=1-shot
2017.11
93.2
Siamese Net
Shots=1-shot
2017.11
88.2
Pixels
Shots=5-shot
2017.11
42.6
Pixels
Shots=1-shot
2017.11
26.7
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