الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Change Detection On Dsifn Cd

المقاييس

F1

IoU

KC

Overall Accuracy

Precision

Recall

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	F1	IoU	KC	Overall Accuracy	Precision	Recall	Paper Title	Repository
C2FNet	64.03	47.09	55.62	86.19	57.45	72.31	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images
HCGMNet	55.00	37.93	41.53	76.26	40.57	85.35	HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection
USSFC-Net	69.47	53.21	-	-	-	-	Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images
HANet	62.67	45.64	54.01	85.76	56.52	70.33	HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images
CGNet	60.19	43.05	49.34	81.71	47.75	81.38	Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery
CDMaskFormer	74.75	59.68	-	91.55	75.96	73.57	Rethinking Remote Sensing Change Detection With A Mask View
DDPM-CD	96.65	-	-	97.09	-	-	DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection
SARAS-Net	67.58	51.04	-	89.01	-	-	SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection
FTAN	89.56	81.10	-	-	90.54	88.61	Frequency-Temporal Attention Network for Remote Sensing Imagery Change Detection

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