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

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평가 지표

mIoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	mIoU	Paper Title	Repository
MiB	29.31	PLOP: Learning without Forgetting for Continual Semantic Segmentation	-
PLOP	30.4	PLOP: Learning without Forgetting for Continual Semantic Segmentation	-
RCNet-101	32.5	Representation Compensation Networks for Continual Semantic Segmentation	-
SSUL-M	29.77	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning	-
MiB+AWT	33.5	Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation	-
MBS	45.4	Mitigating Background Shift in Class-Incremental Semantic Segmentation	-
SSUL	29.56	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning	-

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