OpenCodePapers

few-shot-semantic-segmentation-on-coco-20i-2

Meta-LearningFew-Shot LearningFew-Shot Semantic Segmentation
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PaperCodeMean IoUModelNameReleaseDate
Feature-Proxy Transformer for Few-Shot Segmentation✓ Link79.3FPTrans (DeiT-B/16)2022-10-13
Dense Gaussian Processes for Few-Shot Segmentation✓ Link78.5DGPNet (ResNet-101)2021-10-07
Dense Gaussian Processes for Few-Shot Segmentation✓ Link77.5DGPNet (ResNet-50)2021-10-07
Feature-Proxy Transformer for Few-Shot Segmentation✓ Link76.9FPTrans (ViT-B/16)2022-10-13
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping✓ Link76.4MSDNet (ResNet-101)2024-09-17
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping✓ Link74.2MSDNet (ResNet-50)2024-09-17
HM: Hybrid Masking for Few-Shot Segmentation✓ Link70.9HSNet (HM, ResNet-101)2022-03-24
HM: Hybrid Masking for Few-Shot Segmentation✓ Link69.7HSNet (HM, ResNet-50)2022-03-24
HM: Hybrid Masking for Few-Shot Segmentation✓ Link69.7VAT (HM, ResNet-50)2022-03-24
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?✓ Link67.7RePRI (ResNet-50)2020-12-11
Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer✓ Link66.5CWT (ResNet-50)2021-08-06
Prototype Mixture Models for Few-shot Semantic Segmentation✓ Link53.8RPMM2020-08-10
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