| Paper | Code | Last Accuracy | Average Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Few-shot Tuning of Foundation Models for Class-incremental Learning | ✓ Link | 81.19 | CoACT | 2024-05-26 | |
| Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners | ✓ Link | 76.43 | 79.20 | PriViLege (ViT-L) | 2024-04-02 |
| Semantic-visual Guided Transformer for Few-shot Class-incremental Learning | 76.17 | 78.65 | SV-T | 2023-03-27 | |
| Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners | ✓ Link | 75.08 | 77.50 | PriViLege | 2024-04-02 |
| A Bag of Tricks for Few-Shot Class-Incremental Learning | 63.75 | BOT | 2024-03-21 | ||
| Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning | ✓ Link | 59.44 | 67.28 | NC-FSCIL | 2023-02-02 |