Meta-Learning on PASCAL-5i (1-Shot)

Metric: Mean Base and Novel (higher is better)

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#	Model↕	Mean Base and Novel▼	Augmentations	Paper	Date↕	Code
1	VisualPromptGFSS	58.11	No	Visual Prompting for Generalized Few-shot Segmen...	2024-04-17	Code
2	BCM (ResNet-50)	56.2	No	-	-	Code
3	POP(ResNet-50)	54.72	No	-	-	Code
4	DIaM (ResNet-50)	53	No	A Strong Baseline for Generalized Few-Shot Seman...	2022-11-25	Code
5	CAPL (ResNet-50)	42.17	No	Generalized Few-shot Semantic Segmentation	2020-10-11	Code

#1VisualPromptGFSSSOTA
58.11
Mean Base and Novel· 2024-04-17
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach Code
#2BCM (ResNet-50)
56.2
Mean Base and Novel
No paperCode
#3POP(ResNet-50)
54.72
Mean Base and Novel
No paperCode
#4DIaM (ResNet-50)SOTA
53
Mean Base and Novel· 2022-11-25
A Strong Baseline for Generalized Few-Shot Semantic Segmentation Code
#5CAPL (ResNet-50)SOTA
42.17
Mean Base and Novel· 2020-10-11
Generalized Few-shot Semantic Segmentation Code