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| Model | Fine-tuning | Accuracy | |
|---|---|---|---|
| 5-way 5-shot | 20-way 5-shot | ||
| MAML | Y | 99.89 ± 0.10% | 98.90 ± 0.13% |
| Meta-SGD | Y | 99.91 ± 0.11% | 98.92 ± 0.22% |
| Multi-scale relational networks | N | 99.70 ± 0.08% | 99.01 ± 0.13% |
| Multi-scale meta-relational network | N | 99.84 ± 0.16% | 99.20 ± 0.12% |
