HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Disjoint 15 1 On Pascal Voc 2012

평가 지표

mIoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	mIoU	Paper Title	Repository
RCNet-101	54.7	Representation Compensation Networks for Continual Semantic Segmentation
ILT	7.9	Incremental Learning Techniques for Semantic Segmentation
SSUL	64.01	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
PLOP	46.5	PLOP: Learning without Forgetting for Continual Semantic Segmentation
SDR	48.7	Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations	-
LWF	5.3	Learning without Forgetting
MiB	39.9	Modeling the Background for Incremental Learning in Semantic Segmentation
MBS	78.1	Mitigating Background Shift in Class-Incremental Semantic Segmentation
SSUL-M	68.58	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning

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