الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Overlapped 10 1 On Pascal Voc 2012

المقاييس

mIoU

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	mIoU	Paper Title	Repository
LWF	4.8	Learning without Forgetting
MBS	77.19	Mitigating Background Shift in Class-Incremental Semantic Segmentation
SSUL	59.25	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
SATS-M	69.27	SATS: Self-Attention Transfer for Continual Semantic Segmentation
SDR	25.1	Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations	-
ILT	5.5	Incremental Learning Techniques for Semantic Segmentation
RCNet-101	34.3	Representation Compensation Networks for Continual Semantic Segmentation
PLOPLong	40.83	Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation
SATS	61.6	SATS: Self-Attention Transfer for Continual Semantic Segmentation
PLOP	30.45	PLOP: Learning without Forgetting for Continual Semantic Segmentation
MiB	20.1	Modeling the Background for Incremental Learning in Semantic Segmentation
SSUL+AWT	60.7	Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
SSUL-M	64.12	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning

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