HyperAI초신경

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

한국어

HyperAI초신경

Overlapped 15 5 On Pascal Voc 2012

평가 지표

Mean IoU (val)

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Mean IoU (val)	Paper Title	Repository
SSUL	71.22	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
RCNet-101	72.4	Representation Compensation Networks for Continual Semantic Segmentation
MiB	70.08	PLOP: Learning without Forgetting for Continual Semantic Segmentation
PLOP	70.09	PLOP: Learning without Forgetting for Continual Semantic Segmentation
PLOPLong	69.37	Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation
SSUL-M	73.02	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
SDR	70.1	Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations	-
LWF	55.0	Learning without Forgetting
SATS-M	78.72	SATS: Self-Attention Transfer for Continual Semantic Segmentation
SATS	75.70	SATS: Self-Attention Transfer for Continual Semantic Segmentation
ILT	61.3	Incremental Learning Techniques for Semantic Segmentation
MBS	82.6	Mitigating Background Shift in Class-Incremental Semantic Segmentation
SSUL+AWT	71.4	Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation

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