HyperAI초신경

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

한국어

HyperAI초신경

Disjoint 10 1 On Pascal Voc 2012

평가 지표

mIoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	mIoU	Paper Title	Repository
LWF	4.3	Learning without Forgetting
SSUL-M	53.50	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
SDR	14.3	Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations	-
SSUL	50.87	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
PLOP	8.4	PLOP: Learning without Forgetting for Continual Semantic Segmentation
ILT	5.4	Incremental Learning Techniques for Semantic Segmentation
MiB	6.9	Modeling the Background for Incremental Learning in Semantic Segmentation
RCNet-101	18.2	Representation Compensation Networks for Continual Semantic Segmentation

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