Image Classification on CIFAR10 (test) (Few-Shot Performance)
93.8Accuracy (1-shot)MAP^wd + FroFA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MAP^wd + FroFABackbone=JFT-3B L/16, training_mode=weight-decayed MAP with brightness c2FroFA2024.03 | 93.8 | 97.6 | 97.8 | 97.8 | |
| MAP^wdBackbone=JFT-3B L/16, training_mode=weight-decayed MAP2024.03 | 85.1 | 96.7 | 97.1 | 97.5 | |
| Linear probeBackbone=JFT-3B L/16, training_mode=L2-regularized linear probe2024.03 | 80.9 | 94.1 | 96.7 | 97.3 |