Semantic Segmentation on PASCAL VOC 2012 train

Metric: Mean IoU (higher is better)

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#	Model↕	Mean IoU▼	Extra Data	Paper	Date↕	Code
1	FMA-WSSS	80.4	No	Foundation Model Assisted Weakly Supervised Sema...	2023-12-06	Code
2	WeakTr (DeiT-S, single-stage)	76.5	No	WeakTr: Exploring Plain Vision Transformer for W...	2023-04-03	Code
3	FBR	75.9	Yes	Fine-grained Background Representation for Weakl...	2024-06-22	Code
4	ViT-PCM	71.4	No	Max Pooling with Vision Transformers reconciles ...	2022-10-31	Code

#1FMA-WSSSSOTA
80.4
Mean IoU· 2023-12-06
Foundation Model Assisted Weakly Supervised Semantic Segmentation Code
#2WeakTr (DeiT-S, single-stage)SOTA
76.5
Mean IoU· 2023-04-03
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation Code
#3FBR
75.9
Mean IoU· Extra Data· 2024-06-22
Fine-grained Background Representation for Weakly Supervised Semantic Segmentation Code
#4ViT-PCMSOTA
71.4
Mean IoU· 2022-10-31
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation Code