LEVIR-CD

아카이브 평가 37건 · 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.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
MAE+MTP(ViT-L+RVSA)	F1 92.67 Params(M) 305	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
IMP+MTP(InternImage-XL)	F1 92.54 Params(M) 335	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
Changer (Ex, ResNeSt101)	F1 92.33 IoU 85.76	Changer: Feature Interaction is What You Need for Change Detection 2022-09-17	코드 1
SRC-Net	F1 92.24 IoU 85.60 Params(M) 5.17	SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection 2024-06-09	코드 1
MAE+MTP(ViT-B+RVSA)	F1 92.22 Params(M) 86	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2024-03-20	코드 1 · 코드 2
Changer (Ex, ResNeSt50)	F1 92.19 IoU 85.51	Changer: Feature Interaction is What You Need for Change Detection 2022-09-17	코드 1
BAN (ChangeFormer-b0, ViT-L/14(GeoRSCLIP))	F1 91.96 IoU 85.13	A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection 2023-12-02	코드 1 · 코드 2
MaskChanger (Swin-T)	F1 91.96 IoU 85.12	MaskChanger: A Transformer-Based Model Tailoring Change Detection with Mask Classification 2024-03-06	연결 없음
P2V-CD	F1 91.94	Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images 2022-12-07	코드 1 · 코드 2
SARAS-Net	F1 91.91 IoU 84.95	SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection 2022-12-02	코드 1
CEECNetV1	F1 91.79	Looking for change? Roll the Dice and demand Attention 2020-09-04	코드 1
Changer (Ex, ResNet-18)	F1 91.77 IoU 84.80	Changer: Feature Interaction is What You Need for Change Detection 2022-09-17	코드 1
SiamixFormer-5	F1 91.58 IoU 85.38	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
LightCDNet-large	F1 91.43 IoU 84.21 Params(M) 2.82	LightCDNet: Lightweight Change Detection Network Based on VHR Images 2023-08-11	코드 1
LightCDNet-base	F1 91.27 IoU 83.94 Params(M) 1.32	LightCDNet: Lightweight Change Detection Network Based on VHR Images 2023-08-11	코드 1
IMP-ViTAEv2-S-BIT	F1 91.26	An Empirical Study of Remote Sensing Pretraining 2022-04-06	코드 1 · 코드 2
ChangeStar (FarSeg + ChangeMixin)	F1 91.25 IoU 83.92	Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery 2021-08-16	코드 1 · 코드 2 · 코드 3
RSM-CD	F1 91.1 IoU 83.66 Params(M) 27.9	RS-Mamba for Large Remote Sensing Image Dense Prediction 2024-04-03	코드 1
TinyCD	F1 91.05 IoU 83.57 Params(M) 0.28	TINYCD: A (Not So) Deep Learning Model For Change Detection 2022-07-26	코드 1 · 코드 2
USSFC-Net	F1 91.04 IoU 83.55 Params(M) 1.52	Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images 2023-03-24	코드 1
RSP-ViTAEv2-S-BIT	F1 90.93 IoU 84.95	An Empirical Study of Remote Sensing Pretraining 2022-04-06	코드 1 · 코드 2
SiamixFormer-4	F1 90.70 IoU 84.05	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-2	F1 90.57 IoU 83.88	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
LightCDNet-small	F1 90.57 IoU 82.77 Params(M) 0.35	LightCDNet: Lightweight Change Detection Network Based on VHR Images 2023-08-11	코드 1
SiamixFormer-3	F1 90.54 IoU 83.84	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
ChangeFormer	F1 90.40 IoU 82.48	A Transformer-Based Siamese Network for Change Detection 2022-01-04	코드 1 · 코드 2 · 코드 3
ChangeStar (Semantic FPN + ChangeMixin)	F1 90.4	Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery 2021-08-16	코드 1 · 코드 2 · 코드 3
RSP-ResNet-50	F1 90.10	An Empirical Study of Remote Sensing Pretraining 2022-04-06	코드 1 · 코드 2
RSP-Swin-T	F1 90.10	An Empirical Study of Remote Sensing Pretraining 2022-04-06	코드 1 · 코드 2
ChangeStar (DeepLab v3+ + ChangeMixin)	F1 89.7	Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery 2021-08-16	코드 1 · 코드 2 · 코드 3