Few-Shot Learning on COCO-20i (5-shot)

Metric: Mean Base and Novel (higher is better)

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#	Model↕	Mean Base and Novel▼	Augmentations	Paper	Date↕	Code
1	VisualPromptGFSS	42.48	No	Visual Prompting for Generalized Few-shot Segmen...	2024-04-17	Code
2	POP(ResNet-50)	42.44	No	-	-	Code
3	BCM (ResNet-50)	40.24	No	-	-	Code
4	DIaM (ResNet-50)	38.55	No	A Strong Baseline for Generalized Few-Shot Seman...	2022-11-25	Code
5	CAPL (ResNet-50)	28.15	No	Generalized Few-shot Semantic Segmentation	2020-10-11	Code

#1VisualPromptGFSSSOTA
42.48
Mean Base and Novel· 2024-04-17
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach Code
#2POP(ResNet-50)
42.44
Mean Base and Novel
No paperCode
#3BCM (ResNet-50)
40.24
Mean Base and Novel
No paperCode
#4DIaM (ResNet-50)SOTA
38.55
Mean Base and Novel· 2022-11-25
A Strong Baseline for Generalized Few-Shot Semantic Segmentation Code
#5CAPL (ResNet-50)SOTA
28.15
Mean Base and Novel· 2020-10-11
Generalized Few-shot Semantic Segmentation Code