Zero-Shot Learning on UCF-GZSL(main)

Metric: HM (higher is better)

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#	Model↕	HM▼	Augmentations	Paper	Date↕	Code
1	KDA	41.1	No	Boosting Audio-visual Zero-shot Learning with La...	2023-11-21	Code
2	TCaF	31.72	No	Temporal and cross-modal attention for audio-vis...	2022-07-20	Code
3	Hyper-multiple	29.32	No	Hyperbolic Audio-visual Zero-shot Learning	2023-08-24	-
4	AVCA	27.15	No	Audio-visual Generalised Zero-shot Learning with...	2022-03-07	Code
5	APN	20.61	No	Attribute Prototype Network for Any-Shot Learning	2022-04-04	-
6	AVGZSLNet	18.05	No	AVGZSLNet: Audio-Visual Generalized Zero-Shot Le...	2020-05-27	-
7	CJME	12.48	No	Coordinated Joint Multimodal Embeddings for Gene...	2019-10-19	-

#1KDASOTA
41.1
HM· 2023-11-21
Boosting Audio-visual Zero-shot Learning with Large Language Models Code
#2TCaFSOTA
31.72
HM· 2022-07-20
Temporal and cross-modal attention for audio-visual zero-shot learning Code
#3Hyper-multiple
29.32
HM· 2023-08-24
Hyperbolic Audio-visual Zero-shot Learning
#4AVCASOTA
27.15
HM· 2022-03-07
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language Code
#5APN
20.61
HM· 2022-04-04
Attribute Prototype Network for Any-Shot Learning
#6AVGZSLNetSOTA
18.05
HM· 2020-05-27
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings
#7CJMESOTA
12.48
HM· 2019-10-19
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos