Incremental Few-Shot Learning on CIFAR-100 (second class split)
63.5Session 1 AccuracyRebalance
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RebalanceWay=5-way, Shot=5-shot, Backbone=ResNet-322021.10 | 63.5 | 49.62 | 44.67 | 39.68 | 35.64 | -27.86 | |
| BaselineWay=5-way, Shot=5-shot, Backbone=ResNet-322021.10 | 63.07 | 54.3 | 50.16 | 46.19 | 43.16 | -19.91 | |
| FSLLWay=5-way, Shot=5-shot, Backbone=ResNet-322021.10 | 63.07 | 49.45 | 46.3 | 41.94 | 39.33 | -23.74 | |
| F2MWay=5-way, Shot=5-shot, Backbone=ResNet-322021.10 | 62.87 | 54.82 | 50.88 | 46.88 | 43.83 | -19.04 | |
| ICaRLWay=5-way, Shot=5-shot, Backbone=ResNet-322021.10 | 62.57 | 51.67 | 47.51 | 42.98 | 39.63 | -22.94 |