Image Classification on Resisc45 (test) (Few-Shot)
67.6Accuracy (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 | 67.6 | 87.2 | 89.7 | 91.5 | |
| Linear probeBackbone=JFT-3B L/16, training_mode=L2-regularized linear probe2024.03 | 67.1 | 85.6 | 88.2 | 91 | |
| MAP^wdBackbone=JFT-3B L/16, training_mode=weight-decayed MAP2024.03 | 63.2 | 86.9 | 89.8 | 90.7 |