転移学習 
| Microsoft Vision Model ResNet-50 | Google Big Transfer | OpenAI CLIP | PyTorch ResNet-50 | |
| CIFAR-10 | 92.64 | 92.51 | 87.85 | 82.23 |
| CIFAR-100 | 76.05 | 79.84 | 67.02 | 61.36 |
| STL-10 | 98.10 | 98.71 | 97.20 | 96.32 |
| SVHN | 72.64 | 64.22 | 64.33 | 52.05 |
| CUB | 82.20 | 82.75 | 68.38 | 38.79 |
| Flowers-102 | 99.28 | 99.38 | 95.23 | 77.62 |
| ImageNet | 73.85 | 72.83 | 57.00 | 75.63 |
| Average | 84.97 | 84.32 | 76.72 | 69.14 |
コメントをかく