Few-shot Image Classification on ImageNet 21k (test)
95.735-way AccuracySupport-based initialization
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Support-based initializationBackbone=WRN-28-10, Shot=52019.09 | 95.73 | 91 | 84.77 | 78.1 | 70.09 | 61.93 | |
| Transductive fine-tuningBackbone=WRN-28-10, Shot=52019.09 | 95.2 | 90.61 | 84.21 | 77.13 | 68.94 | 60.11 | |
| Transductive fine-tuningBackbone=WRN-28-10, Shot=12019.09 | 89 | 79.88 | 69.66 | 60.72 | 48.88 | 40.46 | |
| Support-based initializationBackbone=WRN-28-10, Shot=12019.09 | 87.2 | 78.71 | 69.48 | 60.55 | 49.15 | 40.57 |