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SOTA
Few Shot Class Incremental Learning
Few Shot Class Incremental Learning On Cifar
Few Shot Class Incremental Learning On Cifar
평가 지표
Average Accuracy
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
Average Accuracy
Paper Title
Repository
AL-MML
42.62
Few-Shot Class-Incremental Learning
C-FSCIL
61.67
Constrained Few-shot Class-incremental Learning
BOT
-
A Bag of Tricks for Few-Shot Class-Incremental Learning
-
SV-T
76.84
Semantic-visual Guided Transformer for Few-shot Class-incremental Learning
-
F2M
53.69
Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima
PriViLege
88.08
Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
FACT
62.24
Forward Compatible Few-Shot Class-Incremental Learning
NC-FSCIL
67.50
Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning
CEC
59.53
Few-Shot Incremental Learning with Continually Evolved Classifiers
LIMIT
61.85
Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks
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