Few-Shot Learning on cars

Metric: 5 shot (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	5 shot▼	Augmentations	Paper	Date↕	Code
1	StyleAdv-FT	56.44	No	StyleAdv: Meta Style Adversarial Training for Cr...	2023-02-18	Code
2	ATA-FT	54.28	No	Cross-Domain Few-Shot Classification via Adversa...	2021-04-29	Code
3	BSCD-FSL	52.08	No	A Broader Study of Cross-Domain Few-Shot Learning	2019-12-16	Code
4	StyleAdv	50.13	No	StyleAdv: Meta Style Adversarial Training for Cr...	2023-02-18	Code
5	AFA	49.28	No	Adversarial Feature Augmentation for Cross-domai...	2022-08-23	Code
6	ATA	49.14	No	Cross-Domain Few-Shot Classification via Adversa...	2021-04-29	Code
7	wave-SAN	46.11	No	Wave-SAN: Wavelet based Style Augmentation Netwo...	2022-03-15	Code
8	FWT	44.9	No	Cross-Domain Few-Shot Classification via Learned...	2020-01-23	Code

#1StyleAdv-FTSOTA
56.44
5 shot· 2023-02-18
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning Code
#2ATA-FTSOTA
54.28
5 shot· 2021-04-29
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation Code
#3BSCD-FSLSOTA
52.08
5 shot· 2019-12-16
A Broader Study of Cross-Domain Few-Shot Learning Code
#4StyleAdv
50.13
5 shot· 2023-02-18
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning Code
#5AFA
49.28
5 shot· 2022-08-23
Adversarial Feature Augmentation for Cross-domain Few-shot Classification Code
#6ATA
49.14
5 shot· 2021-04-29
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation Code
#7wave-SAN
46.11
5 shot· 2022-03-15
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning Code
#8FWT
44.9
5 shot· 2020-01-23
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation Code