Few-Shot Image Classification on SUN397 (test)
56.71-shot AccuracyLinear probe
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Linear probeBackbone=JFT-3B L/16, training_mode=L2-regularized linear probe2024.03 | 56.7 | 70.9 | 75.6 | 78.6 | |
| MAP^wd + FroFABackbone=JFT-3B L/16, training_mode=weight-decayed MAP with brightness c2FroFA2024.03 | 56.2 | 75.9 | 78.9 | 81.2 | |
| MAP^wdBackbone=JFT-3B L/16, training_mode=weight-decayed MAP2024.03 | 51.3 | 73.5 | 77.7 | 80.3 |