HyperAI초신경

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

한국어

HyperAI초신경

Co Salient Object Detection On Cosod3K

평가 지표

MAE

S-measure

max E-measure

max F-measure

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	MAE	S-measure	max E-measure	max F-measure	Paper Title	Repository
EGNet	0.119	0.7619	0.793	0.702	EGNet: Edge Guidance Network for Salient Object Detection
GCoNet+	0.062	0.843	0.901	0.834	GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector
GCoNet	0.071	0.802	0.860	0.777	Group Collaborative Learning for Co-Salient Object Detection
CoEG-Net	0.084	0.778	0.837	0.758	Taking a Deeper Look at Co-Salient Object Detection
CSMG	0.157	0.711	0.804	0.709	Co-Saliency Detection via Mask-Guided Fully Convolutional Networks With Multi-Scale Label Smoothing	-
CADC	0.087	0.815	0.854	0.778	Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection
GICD	0.079	0.797	0.848	0.770	Gradient-Induced Co-Saliency Detection
DMT	0.063	0.851	0.895	0.835	Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection	-
DCFM	0.067	0.809	0.871	0.805	Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection
UFO	0.073	0.819	0.874	0.797	A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection

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