Change Detection on SYSU-CD

12개 결과 · ⬇ CSV · JSON

Rank	Model	F1	Precision	Recall	OA	KC	IoU	Overall Accuracy	Paper	Code	Year
1	SChanger-small	84.58	–	–	–	–	–	–	SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective	zhouziyu-cn/SChanger	2025
2	SChanger-base	84.17	–	–	–	–	–	–	SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective	zhouziyu-cn/SChanger	2025
3	ChangeMamba	83.11	86.11	80.31	92.30	78.13	71.10	–	ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model	chenhongruixuan/mambacd	2024
4	RCTNet	83.01	84.33	81.73	–	–	70.96	–	Relating CNN-Transformer Fusion Network for Change Detection	nust-machine-intelligence-laboratory/rctnet	2024
5	CDMaskFormer	82.84	78.85	87.25	–	–	70.70	91.47	Rethinking Remote Sensing Change Detection With A Mask View	xwmaxwma/rschange	2024
6	BTC	82.4	–	–	–	–	–	–	Be the Change You Want to See: Revisiting Remote Sensing Change Detection Practices	blaz-r/BTC-change-detection	2025
7	MaskCD	82.17	87.07	77.78	92.04	–	–	–	MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification	ericyu97/maskcd	2024
8	CGNet	79.92	86.37	74.37	91.19	74.31	66.55	–	Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery	chengxihan/cgnet-cd	2024
9	HCGMNet	79.76	86.28	74.15	91.12	74.11	66.33	–	HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection	ChengxiHAN/HCGMNet-CD	2023
10	DSAMNET	78.18	74.81	81.86	–	–	64.18	–	DSAMNet: A Deeply Supervised Attention Metric Based Network for Change Detection of High-Resolution Images	liumency/DSAMNet	2021
11	C2FNet	77.97	75.44	80.67	89.25	70.87	63.89	–	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images	chengxihan/c2f-semicd-and-c2f-cdnet	2024
12	HANet	77.41	78.71	76.14	89.52	70.59	63.14	–	HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images	chengxihan/hanet-cd	2024