Meta-Learning on COCO-20i (10-shot)

Metric: Mean IoU (higher is better)

LeaderboardDataset

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#	Model↕	Mean IoU▼	Augmentations	Paper	Date↕	Code
1	DGPNet (ResNet-101)	60.2	No	Dense Gaussian Processes for Few-Shot Segmentation	2021-10-07	Code
2	FECANet (ResNet-50)	49.6	No	FECANet: Boosting Few-Shot Semantic Segmentation...	2023-01-19	Code
3	RePRI (ResNet-50)	44.1	No	Few-Shot Segmentation Without Meta-Learning: A G...	2020-12-11	Code
4	RPMM	33.1	No	Prototype Mixture Models for Few-shot Semantic S...	2020-08-10	Code

#1DGPNet (ResNet-101)SOTA
60.2
Mean IoU· 2021-10-07
Dense Gaussian Processes for Few-Shot Segmentation Code
#2FECANet (ResNet-50)
49.6
Mean IoU· 2023-01-19
FECANet: Boosting Few-Shot Semantic Segmentation with Feature-Enhanced Context-Aware Network Code
#3RePRI (ResNet-50)SOTA
44.1
Mean IoU· 2020-12-11
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?Code
#4RPMMSOTA
33.1
Mean IoU· 2020-08-10
Prototype Mixture Models for Few-shot Semantic Segmentation Code