HyperAI초신경

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

한국어

HyperAI초신경

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평가 지표

mIoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	mIoU	Paper Title	Repository
MBS	42.8	Mitigating Background Shift in Class-Incremental Semantic Segmentation	-
SSUL-M	34.56	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning	-
ILT	0.5	Incremental Learning Techniques for Semantic Segmentation	-
MiB	25.96	PLOP: Learning without Forgetting for Continual Semantic Segmentation	-
SSUL	32.48	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning	-
MiB+AWT	31.1	Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation	-
RCNet-101	29.6	Representation Compensation Networks for Continual Semantic Segmentation	-
PLOP	28.75	PLOP: Learning without Forgetting for Continual Semantic Segmentation	-

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