Generalized Few-Shot Learning on AwA2

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

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Per-Class Accuracy (1-shot)▼	Augmentations	Paper	Date↕	Code
1	MVCN	69.9	No	Better Generalized Few-Shot Learning Even Withou...	2022-11-29	Code
2	CADA-VAE	69.6	No	Generalized Zero- and Few-Shot Learning via Alig...	2018-12-05	Code
3	DA-VAE	68	No	-	-	Code
4	DRAGON	67.1	No	From Generalized zero-shot learning to long-tail...	2020-04-05	Code
5	CA-VAE	64	No	-	-	Code
6	REVISE	56.1	No	Learning Robust Visual-Semantic Embeddings	2017-03-17	-

#1MVCNSOTA
69.9
Per-Class Accuracy (1-shot)· 2022-11-29
Better Generalized Few-Shot Learning Even Without Base Data Code
#2CADA-VAESOTA
69.6
Per-Class Accuracy (1-shot)· 2018-12-05
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders Code
#3DA-VAE
68
Per-Class Accuracy (1-shot)
No paperCode
#4DRAGON
67.1
Per-Class Accuracy (1-shot)· 2020-04-05
From Generalized zero-shot learning to long-tail with class descriptors Code
#5CA-VAE
64
Per-Class Accuracy (1-shot)
No paperCode
#6REVISESOTA
56.1
Per-Class Accuracy (1-shot)· 2017-03-17
Learning Robust Visual-Semantic Embeddings