Few-shot classification on tieredImageNet (meta-test)
34.8Accuracy (5-way 1-shot)Ours
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours2026.07 | 34.8 | 48.1 | |
| K-nearest neighbors (embedded)2026.07 | 31.7 | 32.7 | |
| PsCo2026.07 | 30.2 | 30.5 | |
| Random2026.07 | 29.6 | 38.2 | |
| KD-MAML2026.07 | 28.5 | 33.1 | |
| K-nearest neighbors (pixel)2026.07 | 25.7 | 29.2 | |
| Best pre-trained model2026.07 | 23.7 | 28.5 | |
| FREE2026.07 | 23.7 | 35.1 |