← Change Detection

Papers with Code · CC BY-SA 4.0

S2Looking

아카이브 평가 11건 · 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
SChanger-base	F1-Score 68.95	SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective 2025-03-26	코드 1
SChanger-small	F1-Score 68.20	SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective 2025-03-26	코드 1
ChangeStar(1x96, MiT-b1, Changen-90k)	F1-Score 67.9	Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process 2023-09-29	코드 1 · 코드 2
LSKNet-S	F1-Score 67.52 Precision 71.90 Recall 63.64 IoU 50.96	LSKNet: A Foundation Lightweight Backbone for Remote Sensing 2024-03-18	코드 1 · 코드 2
ChangeStar(1x96, ResNet-18, Changen-90k)	F1-Score 67.1	Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process 2023-09-29	코드 1 · 코드 2
Changer (Ex, ResNet-18)	F1-Score 66.20	Changer: Feature Interaction is What You Need for Change Detection 2022-09-17	코드 1
CGNet	F1-Score 64.33 Precision 70.18 Recall 59.38 OA 99.20 KC 63.93 IoU 47.41	Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery 2024-04-14	코드 1
BD-MSA	F1-Score 64.08 IoU 47.14	BD-MSA: Body decouple VHR Remote Sensing Image Change Detection method guided by multi-scale feature information aggregation 2024-01-09	연결 없음
HCGMNet	F1-Score 63.87 Precision 72.51 Recall 57.06 OA 99.22 KC 63.48 IoU 46.91 F1 63.87	HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection 2023-02-21	코드 1
C2FNet	F1-Score 62.83 Precision 74.84 Recall 54.14 OA 99.22 KC 62.44 IoU 45.80 F1 62.83	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-Score 58.54 Precision 61.38 Recall 55.94 OA 99.04 KC 58.05 IoU 41.38 F1 58.54	HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images 2024-04-14	코드 1