Meta-Learning on Places

Metric: 5 shot (higher is better)

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#	Model↕	5 shot▼	Augmentations	Paper	Date↕	Code
1	StyleAdv-FT	79.35	No	StyleAdv: Meta Style Adversarial Training for Cr...	2023-02-18	Code
2	StyleAdv	77.73	No	StyleAdv: Meta Style Adversarial Training for Cr...	2023-02-18	Code
3	wave-SAN	76.88	No	Wave-SAN: Wavelet based Style Augmentation Netwo...	2022-03-15	Code
4	ATA-FT	76.64	No	Cross-Domain Few-Shot Classification via Adversa...	2021-04-29	Code
5	AFA	76.21	No	Adversarial Feature Augmentation for Cross-domai...	2022-08-23	Code
6	ATA	75.48	No	Cross-Domain Few-Shot Classification via Adversa...	2021-04-29	Code
7	FWT	73.94	No	Cross-Domain Few-Shot Classification via Learned...	2020-01-23	Code
8	BSCD-FSL	70.06	No	A Broader Study of Cross-Domain Few-Shot Learning	2019-12-16	Code

#1StyleAdv-FTSOTA
79.35
5 shot· 2023-02-18
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning Code
#2StyleAdv
77.73
5 shot· 2023-02-18
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning Code
#3wave-SANSOTA
76.88
5 shot· 2022-03-15
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning Code
#4ATA-FTSOTA
76.64
5 shot· 2021-04-29
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation Code
#5AFA
76.21
5 shot· 2022-08-23
Adversarial Feature Augmentation for Cross-domain Few-shot Classification Code
#6ATA
75.48
5 shot· 2021-04-29
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation Code
#7FWTSOTA
73.94
5 shot· 2020-01-23
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation Code
#8BSCD-FSLSOTA
70.06
5 shot· 2019-12-16
A Broader Study of Cross-Domain Few-Shot Learning Code