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Few Shot Class Incremental Learning On Cifar

評価指標

Average Accuracy

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
Average Accuracy
Paper TitleRepository
AL-MML42.62Few-Shot Class-Incremental Learning-
C-FSCIL61.67Constrained Few-shot Class-incremental Learning-
BOT-A Bag of Tricks for Few-Shot Class-Incremental Learning-
SV-T76.84Semantic-visual Guided Transformer for Few-shot Class-incremental Learning-
F2M53.69Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima-
PriViLege88.08Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners-
FACT62.24Forward Compatible Few-Shot Class-Incremental Learning-
NC-FSCIL67.50Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning
CEC59.53Few-Shot Incremental Learning with Continually Evolved Classifiers-
LIMIT61.85Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks-
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Few Shot Class Incremental Learning On Cifar | SOTA | HyperAI超神経