Image Classification on DTD (test) (Few-Shot)
53.5Accuracy (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 | 53.5 | 70.7 | 76.1 | 82.2 | |
| MAP^wdBackbone=JFT-3B L/16, training_mode=weight-decayed MAP2024.03 | 49.2 | 68.2 | 74.1 | 80.8 | |
| Linear probeBackbone=JFT-3B L/16, training_mode=L2-regularized linear probe2024.03 | 46.9 | 65.9 | 71.3 | 77.3 |