Semantic Segmentation on PASCAL VOC 2012

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

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#	Model↕	Mean IoU (val)▼	Extra Data	Paper	Date↕	Code
1	MBS	82.6	No	Mitigating Background Shift in Class-Incremental...	2024-07-16	Code
2	SATS-M	78.72	No	SATS: Self-Attention Transfer for Continual Sema...	2022-03-15	Code
3	SATS	75.7	No	SATS: Self-Attention Transfer for Continual Sema...	2022-03-15	Code
4	SSUL-M	73.02	No	SSUL: Semantic Segmentation with Unknown Label f...	2021-06-22	Code
5	RCNet-101	72.4	No	Representation Compensation Networks for Continu...	2022-03-10	Code
6	SSUL+AWT	71.4	No	Attribution-aware Weight Transfer: A Warm-Start ...	2022-10-13	Code
7	SSUL	71.22	No	SSUL: Semantic Segmentation with Unknown Label f...	2021-06-22	Code
8	SDR	70.1	No	Continual Semantic Segmentation via Repulsion-At...	2021-03-10	-
9	PLOP	70.09	No	PLOP: Learning without Forgetting for Continual ...	2020-11-23	Code
10	MiB	70.08	No	PLOP: Learning without Forgetting for Continual ...	2020-11-23	Code
11	PLOPLong	69.37	No	Tackling Catastrophic Forgetting and Background ...	2021-06-29	Code
12	ILT	61.3	No	Incremental Learning Techniques for Semantic Seg...	2019-07-31	Code
13	LWF	55	No	Learning without Forgetting	2016-06-29	Code