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

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Semantic Segmentation On Porto

평가 지표

IoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	IoU	Paper Title	Repository
Sun et al.	71.79	Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery	-
CMNeXt	73.12	Delivering Arbitrary-Modal Semantic Segmentation
CMX	72.85	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
D-LinkNet	70.20	D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction
CMMPNet	72.29	Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction	-
SA-Gate	72.21	Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation

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Semantic Segmentation On Porto | SOTA | HyperAI초신경