Metric: Last Accuracy (higher is better)
| # | Model↕ | Last Accuracy ▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CoACT | 81.19 | No | Few-shot Tuning of Foundation Models for Class-i... | 2024-05-26 | Code |
| 2 | PriViLege (ViT-L) | 76.43 | No | Pre-trained Vision and Language Transformers Are... | 2024-04-02 | Code |
| 3 | SV-T | 76.17 | No | Semantic-visual Guided Transformer for Few-shot ... | 2023-03-27 | - |
| 4 | PriViLege | 75.08 | No | Pre-trained Vision and Language Transformers Are... | 2024-04-02 | Code |
| 5 | BOT | 63.75 | No | A Bag of Tricks for Few-Shot Class-Incremental L... | 2024-03-21 | - |
| 6 | NC-FSCIL | 59.44 | No | - | - | Code |