Generalized Few-Shot Learning on CUB

Metric: Per-Class Accuracy (1-shot) (higher is better)

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#	Model↕	Per-Class Accuracy (1-shot)▼	Augmentations	Paper	Date↕	Code
1	MVCN	57.3	No	Better Generalized Few-Shot Learning Even Withou...	2022-11-29	Code
2	CADA-VAE	55.2	No	-	-	Code
3	CA-VAE	50.6	No	-	-	Code
4	DA-VAE	49.2	No	-	-	Code
5	REVISE	36.3	No	Learning Robust Visual-Semantic Embeddings	2017-03-17	-

#1MVCNSOTA
57.3
Per-Class Accuracy (1-shot)· 2022-11-29
Better Generalized Few-Shot Learning Even Without Base Data Code
#2CADA-VAE
55.2
Per-Class Accuracy (1-shot)
No paperCode
#3CA-VAE
50.6
Per-Class Accuracy (1-shot)
No paperCode
#4DA-VAE
49.2
Per-Class Accuracy (1-shot)
No paperCode
#5REVISESOTA
36.3
Per-Class Accuracy (1-shot)· 2017-03-17
Learning Robust Visual-Semantic Embeddings