Metric: Average Accuracy (higher is better)
| # | Model↕ | Average Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PriViLege (ViT-L) | 79.2 | No | Pre-trained Vision and Language Transformers Are... | 2024-04-02 | Code |
| 2 | SV-T | 78.65 | No | Semantic-visual Guided Transformer for Few-shot ... | 2023-03-27 | - |
| 3 | PriViLege | 77.5 | No | Pre-trained Vision and Language Transformers Are... | 2024-04-02 | Code |
| 4 | NC-FSCIL | 67.28 | No | - | - | Code |