Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners

Benchmark Model Rank Results
few-shot-class-incremental-learning-on-cifarPriViLege#1Last Accuracy: 86.06Average Accuracy: 88.08
few-shot-class-incremental-learning-on-cubPriViLege (ViT-L)#2Last Accuracy: 76.43Average Accuracy: 79.20
few-shot-class-incremental-learning-on-cubPriViLege#3Last Accuracy: 75.08Average Accuracy: 77.50
few-shot-class-incremental-learning-on-miniPriViLege#2Last Accuracy: 94.10Average Accuracy: 95.27