Zero-Shot Learning on Open Images V4

Metric: MAP (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	MAP▼	Augmentations	Paper	Date↕	Code
1	MKT(IN-1K)	89.2	No	Open-Vocabulary Multi-Label Classification via M...	2022-07-05	Code
2	BiAM	73.6	No	Discriminative Region-based Multi-Label Zero-Sho...	2021-08-20	Code
3	ZS-SDL	62.9	No	Semantic Diversity Learning for Zero-Shot Multi-...	2021-05-12	Code
4	LESA	41.7	No	-	-	Code
5	Fast0tag	41.2	No	Fast Zero-Shot Image Tagging	2016-05-31	-
6	Attention per cluster	40.7	No	-	-	Code
7	LabelEM	40.5	No	Label-Embedding for Image Classification	2015-03-30	Code
8	CONSE	40.4	No	Zero-Shot Learning by Convex Combination of Sema...	2013-12-19	Code

#1MKT(IN-1K)SOTA
89.2
MAP· 2022-07-05
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer Code
#2BiAMSOTA
73.6
MAP· 2021-08-20
Discriminative Region-based Multi-Label Zero-Shot Learning Code
#3ZS-SDLSOTA
62.9
MAP· 2021-05-12
Semantic Diversity Learning for Zero-Shot Multi-label Classification Code
#4LESA
41.7
MAP
No paperCode
#5Fast0tagSOTA
41.2
MAP· 2016-05-31
Fast Zero-Shot Image Tagging
#6Attention per cluster
40.7
MAP
No paperCode
#7LabelEMSOTA
40.5
MAP· 2015-03-30
Label-Embedding for Image Classification Code
#8CONSESOTA
40.4
MAP· 2013-12-19
Zero-Shot Learning by Convex Combination of Semantic Embeddings Code