← Change Detection

Papers with Code · CC BY-SA 4.0

DSIFN-CD

아카이브 평가 9건 · 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
DDPM-CD	F1 96.65 Overall Accuracy 97.09	DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection 2022-06-23	코드 1
FTAN	F1 89.56 IoU 81.10 Precision 90.54 Recall 88.61	Frequency-Temporal Attention Network for Remote Sensing Imagery Change Detection 2024-10-10	코드 1
CDMaskFormer	F1 74.75 IoU 59.68 Overall Accuracy 91.55 Precision 75.96 Recall 73.57	Rethinking Remote Sensing Change Detection With A Mask View 2024-06-21	코드 1
USSFC-Net	F1 69.47 IoU 53.21 Params(M) 1.52	Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images 2023-03-24	코드 1
SARAS-Net	F1 67.58 IoU 51.04 Overall Accuracy 89.01	SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection 2022-12-02	코드 1
C2FNet	F1 64.03 IoU 47.09 Overall Accuracy 86.19 Precision 57.45 Recall 72.31 KC 55.62	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
HANet	F1 62.67 IoU 45.64 Overall Accuracy 85.76 Precision 56.52 Recall 70.33 KC 54.01	HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images 2024-04-14	코드 1
CGNet	F1 60.19 IoU 43.05 Overall Accuracy 81.71 Precision 47.75 Recall 81.38 KC 49.34	Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery 2024-04-14	코드 1
HCGMNet	F1 55.00 IoU 37.93 Overall Accuracy 76.26 Precision 40.57 Recall 85.35 KC 41.53	HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection 2023-02-21	코드 1