HyperAI초신경

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

한국어

HyperAI초신경

Disjoint 15 5 On Pascal Voc 2012

평가 지표

Mean IoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Mean IoU	Paper Title	Repository
LWF	54.9	Learning without Forgetting
SSUL-M	69.83	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
SDR	67.3	Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations	-
MBS	79.0	Mitigating Background Shift in Class-Incremental Semantic Segmentation
RCNet-101	67.3	Representation Compensation Networks for Continual Semantic Segmentation
MiB	65.9	Modeling the Background for Incremental Learning in Semantic Segmentation
ILT	58.9	Incremental Learning Techniques for Semantic Segmentation
PLOP	64.3	PLOP: Learning without Forgetting for Continual Semantic Segmentation
SSUL	69.10	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning

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