Class Incremental Learning on PASCAL VOC 2012

Metric: Mean IoU (test) (higher is better)

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#	Model↕	Mean IoU (test)▼	Augmentations	Paper	Date↕	Code
1	MBS	78.1	No	Mitigating Background Shift in Class-Incremental...	2024-07-16	Code
2	SATS-M	71.36	No	SATS: Self-Attention Transfer for Continual Sema...	2022-03-15	Code
3	SATS	67.36	No	SATS: Self-Attention Transfer for Continual Sema...	2022-03-15	Code
4	SSUL+AWT	57.1	No	Attribution-aware Weight Transfer: A Warm-Start ...	2022-10-13	Code

#1MBSSOTA
78.1
Mean IoU (test)· 2024-07-16
Mitigating Background Shift in Class-Incremental Semantic Segmentation Code
#2SATS-MSOTA
71.36
Mean IoU (test)· 2022-03-15
SATS: Self-Attention Transfer for Continual Semantic Segmentation Code
#3SATS
67.36
Mean IoU (test)· 2022-03-15
SATS: Self-Attention Transfer for Continual Semantic Segmentation Code
#4SSUL+AWT
57.1
Mean IoU (test)· 2022-10-13
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation Code