HyperAI초신경

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

한국어

HyperAI초신경

Extracting Buildings In Remote Sensing Images 2

평가 지표

F1

IoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	F1	IoU	Paper Title	Repository
SiamixFormer-5	96.69	93.58	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-
SiamixFormer-1	96.01	92.31	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-
SiamixFormer-0	95.53	91.43	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-
SiamixFormer-4	96.59	93.4	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-
UANet(VGG-16)	95.91	92.15	Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network
SiamixFormer-2	96.22	92.7	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-
SiamixFormer-3	96.32	92.9	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images	-

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