CDD Dataset (season-varying)

아카이브 평가 25건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

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원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
P2V-CD	F1-Score 0.9842	Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images 2022-12-07	코드 1 · 코드 2
IMP+MTP(InternImage-XL)	F1-Score 0.9833	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
MAE+MTP(ViT-L+RVSA)	F1-Score 0.9798	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
MAE+MTP(ViT-B+RVSA)	F1-Score 0.9787	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
SARAS-Net	F1-Score 0.9749 IoU 95.11	SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection 2022-12-02	코드 1
SDACD	F1-Score 0.9734	An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection 2022-04-01	코드 1
RDP-Net	F1-Score 0.9723	RDP-Net: Region Detail Preserving Network for Change Detection 2022-02-20	코드 1
SiamixFormer-5	F1-Score 0.9713 IoU 94.51	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images 2022-08-01	연결 없음
IMP-ViTAEv2-S-BIT	F1-Score 0.9702	An Empirical Study of Remote Sensing Pretraining 2022-04-06	코드 1 · 코드 2
SiamixFormer-4	F1-Score 0.9685 IoU 94	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images 2022-08-01	연결 없음
RSP-ViTAEv2-S-BIT	F1-Score 0.9681	An Empirical Study of Remote Sensing Pretraining 2022-04-06	코드 1 · 코드 2
SiamixFormer-3	F1-Score 0.9648 IoU 93.33	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images 2022-08-01	연결 없음
SNUNet-c48	F1-Score 0.962	SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images 2021-02-17	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
RSP-ResNet-50-BIT	F1-Score 0.96	An Empirical Study of Remote Sensing Pretraining 2022-04-06	코드 1 · 코드 2
SiamixFormer-2	F1-Score 0.9552 IoU 91.62	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images 2022-08-01	연결 없음
SNUNet-c32	F1-Score 0.953	SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images 2021-02-17	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
RSP-Swin-T-BIT	F1-Score 0.9521	An Empirical Study of Remote Sensing Pretraining 2022-04-06	코드 1 · 코드 2
USSFC-Net	F1-Score 0.9474 IoU 90.02 Params(M) 1.52	Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images 2023-03-24	코드 1
ESCNet	F1-Score 0.9354	ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images 2021-07-05	코드 1
SiamixFormer-1	F1-Score 0.9278 IoU 87	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images 2022-08-01	연결 없음
SiamixFormer-0	F1-Score 0.9205 IoU 85.81	SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images 2022-08-01	연결 없음
DASNet	F1-Score 0.919	DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images 2020-03-07	코드 1 · 코드 2
Siam-NestedUNet-c32	F1-Score 0.915	Siamese NestedUNet Networks for Change Detection of High Resolution Satellite Image 2020-10-27	코드 1
IFN	F1-Score 0.903	A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sensing images 2020-06-01	코드 1 · 코드 2 · 코드 3 · 코드 4
UNet++_MOSF	F1-Score 0.876	End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++ 2019-06-10	코드 1