← Change Detection

Papers with Code · CC BY-SA 4.0

CDD Dataset (season-varying)

아카이브 평가 18건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

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.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
P2V-CD	F1-Score 98.42	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 98.33	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
MAE+MTP(ViT-L+RVSA)	F1-Score 97.98	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
ChangeCLIP	F1-Score 97.89 Precision 98.02 F1 97.89 Overall Accuracy 99.48 IoU 95.87 Recall 97.77	ChangeCLIP: Remote sensing change detection with multimodal vision-language representation learning 2024-01-04	코드 1
MAE+MTP(ViT-B+RVSA)	F1-Score 97.87	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
SGSLN/512	F1-Score 97.77	Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization 2023-11-19	코드 1
SChanger-base	F1-Score 97.62	SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective 2025-03-26	코드 1
SGSLN/256	F1-Score 96.24	Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization 2023-11-19	코드 1
SNUNet-c48	F1-Score 96.2	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
C2FNet	F1-Score 95.93 Precision 95.46 F1 95.93 Overall Accuracy 99.04 IoU 92.18 Recall 96.41 KC 95.39	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images 2024-04-22	코드 1
SChanger-small	F1-Score 95.75	SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective 2025-03-26	코드 1
DDPM-CD	F1-Score 95.62 Overall Accuracy 98.98	DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection 2022-06-23	코드 1
SNUNet-c32	F1-Score 95.3	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
HCGMNet	F1-Score 95.07 Precision 93.84 F1 95.07 Overall Accuracy 98.82 IoU 90.60 Recall 96.34 KC 94.40	HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection 2023-02-21	코드 1
CGNet	F1-Score 94.73 Precision 93.67 F1 94.73 Overall Accuracy 98.74 IoU 90.00 Recall 95.82 KC 94.02	Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery 2024-04-14	코드 1
SGSLN/128	F1-Score 93.76	Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization 2023-11-19	코드 1
ESCNet	F1-Score 93.54	ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images 2021-07-05	코드 1
HANet	F1-Score 89.23 Precision 92.86 F1 89.23 Overall Accuracy 97.32 IoU 90.55 Recall 85.87 KC 87.70	HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images 2024-04-14	코드 1