Few Shot Image Classification On Mini 8
评估指标
Accuracy
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Accuracy | Paper Title | Repository |
|---|---|---|---|
| Matching Nets, (from ) | 22.69 | Meta-SGD: Learning to Learn Quickly for Few-Shot Learning | |
| TIM-GD | 59.5 | Transductive Information Maximization For Few-Shot Learning | |
| Deep Comparison Network | 47.31 | RelationNet2: Deep Comparison Columns for Few-Shot Learning | |
| Meta LSTM, (from ) | 26.06 | Meta-SGD: Learning to Learn Quickly for Few-Shot Learning | |
| MAML, (from ) | 19.29 | Meta-SGD: Learning to Learn Quickly for Few-Shot Learning | |
| Meta SGD | 28.92 | Meta-SGD: Learning to Learn Quickly for Few-Shot Learning |
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