tieredImageNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Few-shot classification | tieredImageNet (test) | Accuracy98.79 | 282 | |
| 5-way Image Classification | tieredImageNet 5-way (test) | 1-shot Acc77.7 | 117 | |
| 5-way classification | tieredImageNet (test) | Accuracy87.49 | 66 | |
| 5-way Few-shot Image Classification | tieredImageNet 5-shot (test) | Accuracy87.13 | 41 | |
| Image Classification | tieredImageNet-H (test) | Hierarchical Distance @11.67 | 38 | |
| Few-shot image classification | tieredImageNet standard (test) | Average Accuracy87.93 | 34 | |
| 5-way few-shot classification | tieredImageNet (test) | Accuracy (1-shot)83.5 | 26 | |
| 5-way few-shot classification | tieredImageNet 5-way (meta-test) | Accuracy80.62 | 24 | |
| 5-way Few-shot Image Classification | tieredImageNet 1-shot (meta-test) | Accuracy66.33 | 18 | |
| Few-shot image classification | TieredImageNet ILSVRC-2012 (test) | Accuracy86.5 | 16 | |
| Semi-supervised classification | tieredImageNet (test) | Accuracy71.01 | 16 | |
| Semi-supervised 5-way classification | tieredImageNet w/D (test) | Accuracy84 | 8 |
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